From 2d9a70bbbace32b2471c43e3eb0575896de57323 Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Sat, 29 Aug 2026 18:11:03 -0500 Subject: [PATCH 01/16] Add vllm-metal v0.4.0 announcement Signed-off-by: Ranran Haoran Zhang --- .gitignore | 4 + _posts/2026-08-25-vllm-metal-v0-4-0.md | 232 ++++ .../2026-08-25-vllm-metal-v0-4-0/arch.svg | 83 ++ .../gemma-e4b.svg | 843 ++++++++++++ .../kv-layout.svg | 175 +++ .../nax-prefill-ab.png | Bin 0 -> 145757 bytes .../siliconbench-27b.png | Bin 0 -> 205693 bytes .../siliconbench-27b.svg | 736 ++++++++++ .../spark-vs-apple.svg | 1215 +++++++++++++++++ 9 files changed, 3288 insertions(+) create mode 100644 _posts/2026-08-25-vllm-metal-v0-4-0.md create mode 100644 assets/figures/2026-08-25-vllm-metal-v0-4-0/arch.svg create mode 100644 assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg create mode 100644 assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg create mode 100644 assets/figures/2026-08-25-vllm-metal-v0-4-0/nax-prefill-ab.png create mode 100644 assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.png create mode 100644 assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.svg create mode 100644 assets/figures/2026-08-25-vllm-metal-v0-4-0/spark-vs-apple.svg diff --git a/.gitignore b/.gitignore index d96f072d..b91de394 100644 --- a/.gitignore +++ b/.gitignore @@ -20,3 +20,7 @@ Gemfile.lock .Trashes ehthumbs.db Thumbs.db + +# Python bytecode +__pycache__/ +*.pyc diff --git a/_posts/2026-08-25-vllm-metal-v0-4-0.md b/_posts/2026-08-25-vllm-metal-v0-4-0.md new file mode 100644 index 00000000..616fedcb --- /dev/null +++ b/_posts/2026-08-25-vllm-metal-v0-4-0.md @@ -0,0 +1,232 @@ +--- +layout: post +title: "Announcing vllm-metal: Concurrent Serving on Apple Silicon" +author: "Ranran Haoran Zhang, Lik Xun Yuan, Chao Ju Chen, Eric Curtin, Michael Goin" +summary: "vllm-metal v0.4.0 brings vLLM's paged, continuously batched serving stack to Apple Silicon, with flatter TTFT under concurrent agent load, batched MTP, and automatic M5 prefill acceleration." +image: /assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.png +social_image: /assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.png +read_time_minutes: 15 +tags: + - apple-silicon + - hardware + - performance + - ecosystem +--- + +Local inference on a Mac is straightforward until several requests overlap. Then time to first token, memory growth, and admission control become serving problems rather than model-execution problems. [vllm-metal](https://github.com/vllm-project/vllm-metal) brings vLLM's scheduler, paged KV cache, and OpenAI-compatible server to Apple Silicon, with MLX and Metal handling execution. + +v0.4.0 adds batched MTP, GGUF and hybrid-model support, and automatic prefill acceleration on M5. On SiliconBench's agent split, vllm-metal keeps TTFT flatter as concurrency rises while serving from a fixed memory budget. + +## How vllm-metal fits into vLLM + +vllm-metal plugs into upstream vLLM. vLLM provides the V1 scheduler, paged KV block management, chunked prefill, sampling, and the OpenAI-compatible frontend with streaming and tool-call parsing. mlx_lm provides the model implementations; MLX executes them. + +At the model level, vllm-metal reuses mlx_lm's weight loading, RMSNorm, linear, MoE, and MLP layers unchanged. Those layers process each token independently, so they run on a packed token axis without knowing request boundaries. Attention does need those boundaries, so vllm-metal replaces stock attention with a paged varlen Metal kernel. Most of the plugin's model-specific code therefore sits in one layer. + +![Architecture overview: clients speak the OpenAI API to upstream vLLM's frontend and V1 scheduler, which hand the vllm-metal model runner a packed step plus block tables; the runner reuses mlx_lm's token-wise layers and adds custom Metal paths for paged varlen attention, MTP, and M5 NAX prefill, all executing through MLX and Metal on Apple Silicon unified memory](/assets/figures/2026-08-25-vllm-metal-v0-4-0/arch.svg) + +## Start an OpenAI-compatible server + +Install vllm-metal into its own virtual environment and activate it: + +```bash +curl -fsSL https://raw.githubusercontent.com/vllm-project/vllm-metal/main/install.sh | bash +source ~/.venv-vllm-metal/bin/activate +``` + +The installer adds the plugin, vLLM core, and their dependencies to `~/.venv-vllm-metal`. + +Then launch a model: + +```bash +# --gpu-memory-utilization caps vLLM's share of unified memory; see below. +vllm serve Qwen/Qwen3.5-0.8B --gpu-memory-utilization 0.5 + +# 64 GB Macs: the 27B hybrid +# vllm serve mlx-community/Qwen3.8-27B-8bit --gpu-memory-utilization 0.7 + +# Speculative decoding: Gemma 4 with its MTP assistant +# vllm serve google/gemma-4-E4B-it --gpu-memory-utilization 0.5 \ +# --max-model-len 16384 --no-async-scheduling \ +# --speculative-config '{"method":"mtp","model":"mlx-community/gemma-4-E4B-it-assistant-bf16","num_speculative_tokens":1}' +``` + +More models: [model matrix](https://github.com/vllm-project/vllm-metal/blob/main/docs/supported_models.md). + +The server speaks the OpenAI API: + +```bash +curl http://localhost:8000/v1/chat/completions \ + -H "Content-Type: application/json" \ + -d '{"model": "Qwen/Qwen3.5-0.8B", + "messages": [{"role": "user", "content": "Say hi"}]}' +``` + +Anything that takes an OpenAI-compatible base URL can point at `http://localhost:8000/v1`, coding agents included; the vLLM docs cover [Claude Code](https://docs.vllm.ai/en/latest/serving/integrations/claude_code/) and [Codex](https://docs.vllm.ai/en/latest/serving/integrations/codex/) setup. + +## Set a predictable memory budget + +vllm-metal reserves its KV cache at startup and serves every request from that fixed pool. If you are used to runtimes whose memory footprint moves with load, this fixed pool is the main mental-model change. `--gpu-memory-utilization` sets the share of the Mac's GPU memory budget used for serving. + +Apple Silicon has no separate VRAM. GPU allocations come from the same unified memory used by macOS, your browser, and your editor. `--gpu-memory-utilization` is a serving budget; process memory can exceed it. As a starting point, `0.5` keeps a laptop usable while it serves; a dedicated machine can go higher. + +The scheduler tracks the available KV pages, packs requests against that budget, and queues requests that do not fit. Under a burst, queue depth grows while the KV pool stays fixed. + +Before sizing the KV pool, vllm-metal accounts for model weights and temporary buffers, keeping memory predictable as batch shapes change ([PR #268](https://github.com/vllm-project/vllm-metal/pull/268)). + +## Packed queries and paged KV + +In mlx_lm's padded batches, attention queries have shape `[B, H, T_max, D]`: every request gets the longest query length in the batch. MLX's `scaled_dot_product_attention` has no varlen interface. + +vllm-metal preserves vLLM V1's unified model step for chunked prefill and decode. It packs every scheduled query token into `[total_q, H, D]`, with `cu_seqlens` marking request boundaries, and runs the mixed step in one model forward. + +KV is separate: mlx_lm keeps a contiguous `[B, H, T, D]` cache, while vllm-metal stores KV in fixed-size pages addressed by per-request block tables. Admitted requests can grow without reshaping a padded cache. + +Only vllm-metal pairs a packed query axis with paged KV storage among the Apple Silicon serving stacks we audited: + +| Engine | Encoding | Query axes | KV | Batch Spec Decoding | +|---|---|---|---|---| +| mlx_lm | padding | `[B, T_max]` | contiguous | No | +| oMLX | padding | `[B, T_max]` | contiguous | No | +| llama.cpp | mask | `[total_q]` | fixed cells | Yes | +| vllm-metal | `cu_seqlens` | `[total_q]` | paged | Yes | + +![A padded rectangle versus vllm-metal's packed varlen step for a 30,000 + 5,000 + 10 token batch, with KV read from paged storage](/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg) + +The first payoff is eliminating padded computation. In the figure's 30,000 + 5,000 + 10-token step, padding sends 90,000 token rows through the model; packing sends 35,010. Because the packed axis runs through the whole forward pass, those extra rows disappear from attention, MLP, and MoE. + +Padding also spends memory according to the longest sequence in the batch. A concurrent mix that fits comfortably on a large machine can push a smaller one into macOS memory compression and slow down without an explicit error. Sizing one paged pool up front removes that failure mode. + +The second payoff is keeping ragged work in one batch. In a speculative step, one request may contribute a single decode token, another its last token plus a request-specific number of drafts, and another a prefill chunk. A `[B, H, T_max, D]` query tensor must either pad those rows to a common width or split them across forwards. vllm-metal instead concatenates the windows as `[total_q, H, D]` and verifies them in one target-model forward. + +The Metal kernel ports vLLM's unified Triton kernel, described in [*The Anatomy of a Triton Attention Kernel*](https://arxiv.org/abs/2511.11581), to Apple GPUs, down to the binary search each threadgroup runs over `cu_seqlens` to find which request owns its query token. + +## Concurrent serving under agent load + +Coding agents create concurrency by fanning out tool calls. Each call carries a few thousand tokens of context and returns a short reply, with several in flight at once. Every round trip pays TTFT before work can continue; end-to-end request latency sets the duration of the turn. + +### Qwen3.8-27B + +We measured the agent split with SiliconBench, our benchmark suite for LLM inference engines on Apple Silicon. The workload contains 100 requests averaging 4.6K input and 70 output tokens, run closed loop at concurrency 1, 2, and 4 against Qwen3.8-27B in 8-bit on a 64 GB M5 Pro. oMLX appears twice because its default mode spills KV cache to SSD without eviction, which no other engine here does; we report it both with that offload and in its bounded in-memory mode. + +![SiliconBench agent split on Qwen3.8-27B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, and oMLX with and without SSD offload](/assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.svg) + +- The bounded engines are close at concurrency 1, but overlap exposes their different scheduling and memory policies. vllm-metal's TTFT rises from 10.1 s to 14.7 s while completing all 100 requests; oMLX's SSD mode climbs from 7.8 s to roughly 27 s, while bounded oMLX rejects 37 requests at concurrency 4. +- Earlier first tokens do not guarantee the earliest completion. At concurrency 4, oMLX's SSD arm finishes requests about five seconds sooner on average than vllm-metal. vllm-metal's chunked prefills share each step with active decodes, trading some completion time for earlier admission. + +### Gemma 4 E4B + +Gemma 4 E4B is small enough to sweep through concurrency 16 on the same machine and agent split. + +![SiliconBench agent split on Gemma 4 E4B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal with and without the MTP drafter, and oMLX in its default SSD-offload mode](/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg) + +At concurrency 16, vllm-metal schedules all requests together and reaches 1.9 s TTFT. llama.cpp's four default slots leave twelve requests queued, pushing TTFT to 28.3 s. The MTP arm turns the same continuous batch into the highest output throughput in the figure, at 71.6 tokens per second. + +We kept llama.cpp's default `--parallel 4` because `--parallel 16` improves throughput at concurrency 16 but regresses at concurrency 8 ([sensitivity results](#llamacpp-server-slot-sensitivity)). + +### Batched MTP under concurrent load + +In vllm-metal, MTP drafting and verification stay inside the continuous-batching path. The dashed blue line in the Gemma 4 figure measures this path: + +| Concurrency | Wall vs. no MTP | Output tok/s vs. no MTP | TTFT avg vs. no MTP | Acceptance | +|---:|---:|---:|---:|---:| +| 1 | +1% | −3% | +5% | 73.4% | +| 8 | −21% | +23% | +15% | 73.5% | +| 16 | −12% | +13% | +16% | 73.3% | + +Single-stream, MTP is a wash on this model because the drafter's cost roughly cancels the accepted tokens. At concurrency 8, batched drafting and verification cut mean request latency from 13.7 s to 10.9 s. Acceptance stays near 73% across the sweep, so batching economics rather than draft quality drives the gain. The tradeoff is TTFT, which rises by about 15% under load. Today the Metal MTP path is limited to Gemma 4 and requires `--no-async-scheduling`; the quickstart above includes both. MTP is opt-in through `--speculative-config`, so prefill-dominated deployments leave it off. + +## Other v0.4.0 additions + +### Faster prefill on M5 + +On M5 Macs, vllm-metal automatically uses the NAX kernel for compatible prefill batches; pre-M5 Macs keep using the existing path. + +![NAX prefill kernel A/B benchmark: TTFT, throughput, and TPOT with the tensor units on and off](/assets/figures/2026-08-25-vllm-metal-v0-4-0/nax-prefill-ab.png) + +NAX cuts mean TTFT by 41% on the prefill-heavy split and 26% on the standard split, while total throughput rises 33% and 8%. It also lowers TPOT by 25% and 7% because faster chunked prefill returns time to active decode streams. + +### Reusing conversation history on hybrid models + +Multi-turn agents resend most of their growing conversation on every turn. Prefix caching lets the next turn reuse blocks computed for earlier turns instead of prefilling the full history again. + +For Qwen3.5-style hybrid models, vllm-metal supports vLLM's `align` mode. It checkpoints GDN recurrent state at the same block boundaries as attention KV, so both parts of the model can resume from the same cached prefix. A small custom Metal scatter kernel updates only the GDN state rows that changed, in place, without copying the whole shared state pool ([PR #634](https://github.com/vllm-project/vllm-metal/pull/634)). + +On an M5 Pro repeated-prefix workload, this made Qwen3.5-0.8B finish the 100-request run about one-fifth sooner; unrelated prompts stayed within run-to-run noise. vLLM 0.28 enables align-mode prefix caching by default for supported hybrid models. The Metal path remains experimental and cannot yet be combined with speculative decoding. + +### Models and serving features + +v0.4.0 also ships: + +- LoRA adapters, structured outputs, and three speculative-decoding methods: Gemma 4 MTP, separate draft models, and prompt-lookup n-grams. +- GGUF checkpoints, including Hugging Face config sources for local GGUF weights. +- Hybrid-attention models: the Qwen3.5, Qwen3.6, Qwen3.8, and Qwen3-Next families alternate standard attention with gated-delta-net linear attention; v0.4.0 serves `mlx-community/Qwen3.8-27B-8bit` on a single Mac. +- Pipeline parallelism across multiple Macs over the MLX ring backend. +- Experimental vision-language models, text embeddings and reranking, and speech-to-text. + +The supported-model matrix and feature guides are in the [vllm-metal documentation](https://docs.vllm.ai/projects/vllm-metal/en/latest/). + +## The same stack on DGX Spark + +NVIDIA's DGX Spark is another unified-memory target for the same vLLM stack. It exposes a shared CPU/GPU memory pool and runs the same V1 scheduler, chunked prefill, and paged KV management. The execution layer changes from vllm-metal, MLX, and Metal to upstream vLLM and CUDA. + +The two machines balance memory and compute differently: + +| | Apple M5 Pro | DGX Spark (GB10) | +|---|---|---| +| Unified memory | 64 GB LPDDR5X-9600 | 128 GB LPDDR5X-8533 | +| Memory bandwidth | 307 GB/s | 273 GB/s | +| Nominal scalar shader width (rough) | ≈2,560 lanes (20 cores × ≈128) | 6,144 CUDA cores (48 SMs × 128) | +| Serving stack | vllm-metal (MLX + Metal) | upstream vLLM (CUDA) | + +*Nominal scalar width gives a rough architectural comparison. It does not measure equivalent FLOPS. [Apple publishes](https://www.apple.com/macbook-pro/specs/) the 20-core GPU but not the M5 Pro's lane count or absolute GPU throughput; the Apple value estimates 128 lanes per core from prior Apple GPU designs. [NVIDIA publishes](https://docs.nvidia.com/dgx/dgx-spark/dgx-spark.pdf) 6,144 CUDA cores. Clock rates, instruction issue, matrix accelerators, and kernel efficiency differ.* + +Neural Accelerators and Tensor Cores are omitted because Apple does not publish a comparable throughput figure. + +![SiliconBench agent split on Gemma 4 E4B and Qwen3.8-27B, vllm-metal on an M5 Pro against upstream vLLM on a DGX Spark: TTFT, end-to-end request latency, and output token throughput versus concurrency](/assets/figures/2026-08-25-vllm-metal-v0-4-0/spark-vs-apple.svg) + +On Gemma 4 E4B, the Mac leads at concurrency 1, with 21.1 output tokens per second to the Spark's 15.7. At concurrency 16, the Spark leads 225.1 to 63.6. On Qwen3.8-27B, where the Mac uses an 8-bit MLX conversion and the Spark uses Qwen's FP8 checkpoint, throughput at concurrency 4 is 5.3 on the Mac and 24.0 on the Spark, with TTFT at 14.7 s and 0.6 s, respectively. + +At concurrency 16, Gemma 4 E4B averages 5.5 s per request on the Spark against 21.7 s on the Mac; on the 27B at concurrency 4, the gap is 11.2 s against 52.7 s. + +Both expose the same OpenAI-compatible interface and V1 scheduling model, so the SiliconBench workload runs unchanged while the execution backend and hardware set the performance ceiling. + +## Appendix: benchmark reproduction + +The cross-engine serving benchmarks use the SiliconBench agent split: 100 prompts averaging 4.6K input and 70 output tokens, run closed loop at fixed concurrency on a 64 GB M5 Pro. The NAX A/B instead uses two Sonnet configurations: a prefill-heavy split with 2,048 input and 32 output tokens, and a standard split with 1,024 input and 128 output tokens. Both run 100 prompts at request rate 10 and concurrency 32. + +The DGX Spark comparison reuses the agent split and SiliconBench client unchanged on a GB10 box with 121 GB of usable unified memory. + +Stats cover completed requests; an empty response counts as failed. The benchmark code and per-engine configurations live in the [SiliconBench repo](https://github.com/WindChimeRan/SiliconBench). The MTP measurements predate v0.4.0 and ran vllm-metal `0.3.0.dev20260821152549` with the serve command from the quickstart. + +
+Serving configurations + +- **llama.cpp:** `-ngl 99 --parallel 4 -c 49152`. The context is divided across slots, giving 12,288 tokens per slot; the agent split's longest prompt is 8.7K tokens. +- **vllm-metal (27B):** `VLLM_METAL_MEMORY_FRACTION=0.7`, `--max-model-len 16384`, and prefix caching enabled. At the default fraction of `0.5`, preemption began at concurrency 4. +- **oMLX:** `--paged-ssd-cache-dir ` and `--hot-cache-max-size 0`, with a restart and fresh directory before each concurrency level. The bounded-memory arm rejected 37 of 100 requests at concurrency 4. +- **vllm-metal MTP:** `--no-async-scheduling` with `"num_speculative_tokens":1`. +- **DGX Spark:** upstream vLLM `0.27.2rc1.dev568+gf25c580af` on GB10, using the same client and agent split with `--max-model-len 16384` and prefix caching enabled. The 27B arm serves `Qwen/Qwen3.8-27B-FP8`, a different checkpoint from the Mac's 8-bit MLX conversion. +- **DGX Spark memory:** the 27B uses `--gpu-memory-utilization 0.7`; the default `0.9` exhausted the shared memory pool. Nothing was preempted at concurrency 4 with `0.7`. + +
+ +
+llama.cpp server-slot sensitivity + +The main figures use llama.cpp's default four server slots. A 16-slot sensitivity run improves output throughput at concurrency 16 but regresses at concurrency 8: + +| Split | Concurrency | `--parallel 4` | `--parallel 16` | Change | +|---|---:|---:|---:|---:| +| Chat | 1 | 22.4 tok/s | 24.2 tok/s | +8% | +| Chat | 8 | 77.0 tok/s | 42.7 tok/s | −45% | +| Chat | 16 | 81.5 tok/s | 104.7 tok/s | +28% | +| Agent | 1 | 18.3 tok/s | 19.0 tok/s | +4% | +| Agent | 8 | 44.2 tok/s | 26.7 tok/s | −40% | +| Agent | 16 | 40.2 tok/s | 49.7 tok/s | +24% | + +
+ +## Acknowledgments + +vllm-metal builds on [MLX](https://github.com/ml-explore/mlx) and [mlx_lm](https://github.com/ml-explore/mlx-lm) from Apple's MLX team, [mlx-vlm](https://github.com/Blaizzy/mlx-vlm) for the vision-language paths, and vLLM's engine and hardware-plugin interface. Thanks to the upstream vLLM maintainers for review and support along the way, and to everyone who filed issues and shared benchmarks against the v0.2 and v0.3 releases. diff --git a/assets/figures/2026-08-25-vllm-metal-v0-4-0/arch.svg b/assets/figures/2026-08-25-vllm-metal-v0-4-0/arch.svg new file mode 100644 index 00000000..9d804650 --- /dev/null +++ b/assets/figures/2026-08-25-vllm-metal-v0-4-0/arch.svg @@ -0,0 +1,83 @@ + + + + + + Client apps + + coding agents + + chat UIs + + SDKs · curl + + + OpenAI API + + + + + + Upstream vLLM V1 + + OpenAI frontend · Rust + + V1 scheduler + + block manager · prefix cache + + continuous batching + + + packed step + + block tables + + + + + + vllm-metal model runner + cache policy · Metal dispatch + + + + reused from mlx_lm + + weight loading + + RMSNorm · linear + + MLP · MoE + M5 NAX for free + via MLX matmuls + + + + custom Metal paths + + paged varlen attention + + M5 NAX prefill port + + MTP draft + verify + replaces MLX attention, + consumes cu_seqlens + + + MLX ops · + Metal kernels + + + + + + MLX · Metal GPU + + MLX runtime + + Apple Silicon GPU + + unified memory + + weights + paged KV + diff --git a/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg b/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg new file mode 100644 index 00000000..6c22fb99 --- /dev/null +++ b/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg @@ -0,0 +1,843 @@ + + + + + + + + image/svg+xml + + + Matplotlib v3.11.1, https://matplotlib.org/ + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 8 + + + + + + + + + + 16 + + + + concurrency + + + + + + + + + + + + + + + + + 0 + + + + + + + + + + + + + 5 + + + + + + + + + + + + + 10 + + + + + + + + + + + + + 15 + + + + + + + + + + + + + 20 + + + + + + + + + + + + + 25 + + + + + + + + + + + + + + + + + + + + + + + vllm-metal + + + vllm-metal + MTP + + + oMLX (SSD offload) + + + llama.cpp + + + TTFT avg (s) · lower is better + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 8 + + + + + + + + + + 16 + + + + concurrency + + + + + + + + + + + + + + 5 + + + + + + + + + + + + + 10 + + + + + + + + + + + + + 15 + + + + + + + + + + + + + 20 + + + + + + + + + + + + + 25 + + + + + + + + + + + + + 30 + + + + + + + + + + + + + 35 + + + + + + + + + + + + + + + + + + + + + + + vllm-metal + MTP + + + vllm-metal + + + oMLX (SSD offload) + + + llama.cpp + + + End-to-end latency avg (s) · lower is better + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 8 + + + + + + + + + + 16 + + + + concurrency + + + + + + + + + + + + + + 20 + + + + + + + + + + + + + 30 + + + + + + + + + + + + + 40 + + + + + + + + + + + + + 50 + + + + + + + + + + + + + 60 + + + + + + + + + + + + + 70 + + + + + + + + + + + + + + + + + + + + + + + llama.cpp + + + oMLX (SSD offload) + + + vllm-metal + + + vllm-metal + MTP + + + Output token throughput (tok/s) · higher is better + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + SiliconBench agent split · Gemma 4 E4B · 100 requests · Apple M5 Pro 64 GB + + + Dashed lines are modes: oMLX's SSD KV offload (its default) and vllm-metal with the Gemma 4 MTP drafter. llama.cpp runs its default --parallel 4; at c=16 it serves four streams while twelve wait. + + + + + + + + + + + + + vllm-metal + + + + + + + + + vllm-metal + MTP + + + + + + + + + + + + llama.cpp + + + + + + + + + + + + oMLX (SSD offload) + + + + + + + + + + + + + + + diff --git a/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg b/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg new file mode 100644 index 00000000..772dbac3 --- /dev/null +++ b/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg @@ -0,0 +1,175 @@ + + + + + + + + image/svg+xml + + + Matplotlib v3.11.1, https://matplotlib.org/ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + seq 1 + + + 30,000 + + + seq 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The split averages 4.6K input and 70 output tokens per request. + + + + + + + + + + + + + vllm-metal + + + + + + + + + + + + llama.cpp + + + + + + + + + + + + oMLX + + + + + + + + + oMLX (SSD offload) + + + + + + + + + + + + + + + diff --git a/assets/figures/2026-08-25-vllm-metal-v0-4-0/spark-vs-apple.svg b/assets/figures/2026-08-25-vllm-metal-v0-4-0/spark-vs-apple.svg new file mode 100644 index 00000000..9aee9c5e --- /dev/null +++ b/assets/figures/2026-08-25-vllm-metal-v0-4-0/spark-vs-apple.svg @@ -0,0 +1,1215 @@ + + + + + + + + image/svg+xml + + + Matplotlib v3.11.1, https://matplotlib.org/ + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 8 + + + + + + + + + + 16 + + + + concurrency + + + + + + + + + + + + + + + + + 0.25 + + + + + + + + + + + + + 0.50 + + + + + + + + + + + + + 0.75 + + + + + + + + + + + + + 1.00 + + + + + + + + + + + + + 1.25 + + + + + + + + + + + + + 1.50 + + + + + + + + + + + + + 1.75 + + + + Gemma 4 E4B + + + + + + + + + + + + + + + + TTFT avg (s) · lower is better + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 8 + + + + + + + + + + 16 + + + + concurrency + + + + + + + + + + + + + + 5.0 + + + + + + + + + + + + + 7.5 + + + + + + + + + + + + + 10.0 + + + + + + + + + + + + + 12.5 + + + + + + + + + + + + + 15.0 + + + + + + + + + + + + + 17.5 + + + + + + + + + + + + + 20.0 + + + + + + + + + + + + + 22.5 + + + + + + + + + + + + + + + + + End-to-end latency avg (s) · lower is better + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 8 + + + + + + + + + + 16 + + + + concurrency + + + + + + + + + + + + + + 50 + + + + + + + + + + + + + 100 + + + + + + + + + + + + + 150 + + + + + + + + + + + + + 200 + + + + + + + + + + + + + + + + + Output token throughput (tok/s) · higher is better + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 2 + + + + + + + + + + 4 + + + + concurrency + + + + + + + + + + + + + + 0 + + + + + + + + + + + + + 2 + + + + + + + + + + + + + 4 + + + + + + + + + + + + + 6 + + + + + + + + + + + + + 8 + + + + + + + + + + + + + 10 + + + + + + + + + + + + + 12 + + + + + + + + + + + + + 14 + + + + Qwen3.8-27B + 8-bit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 2 + + + + + + + + + + 4 + + + + concurrency + + + + + + + + + + + + + + 10 + + + + + + + + + + + + + 20 + + + + + + + + + + + + + 30 + + + + + + + + + + + + + 40 + + + + + + + + + + + + + 50 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 2 + + + + + + + + + + 4 + + + + concurrency + + + + + + + + + + + + + + 5 + + + + + + + + + + + + + 10 + + + + + + + + + + + + + 15 + + + + + + + + + + + + + 20 + + + + + + + + + + + + + 25 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + SiliconBench agent split · one serving architecture, two unified-memory machines + + + Same 100 prompts, same measurement client, closed loop. The 27B row sweeps 1/2/4 because that is where the 64 GB Mac ran out of headroom; it compares an 8-bit MLX conversion + on the Mac with Qwen's FP8 checkpoint on the Spark. + + + + + + + + + + + + + Apple M5 Pro 64 GB · vllm-metal + + + + + + + + + + + + DGX Spark 128 GB · vLLM + + + + + + + + + + + + + + + + + + + + + + + + From b58c01c4b9dfc7d81f93db227ec068d6df5bd906 Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Mon, 31 Aug 2026 23:43:02 -0500 Subject: [PATCH 02/16] Move the DGX Spark comparison out of the announcement The cross-machine comparison answered a question a vllm-metal reader cannot act on, and reported the gap without the mechanism behind it. It moves to a standalone post where it can be developed properly. Removes the section, its two appendix items, and spark-vs-apple.svg, and leaves a placeholder for an M1 Pro / M5 Pro generational comparison in its place. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-4-0.md | 30 +- .../spark-vs-apple.svg | 1215 ----------------- 2 files changed, 4 insertions(+), 1241 deletions(-) delete mode 100644 assets/figures/2026-08-25-vllm-metal-v0-4-0/spark-vs-apple.svg diff --git a/_posts/2026-08-25-vllm-metal-v0-4-0.md b/_posts/2026-08-25-vllm-metal-v0-4-0.md index 616fedcb..97426ee6 100644 --- a/_posts/2026-08-25-vllm-metal-v0-4-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-4-0.md @@ -166,37 +166,17 @@ v0.4.0 also ships: The supported-model matrix and feature guides are in the [vllm-metal documentation](https://docs.vllm.ai/projects/vllm-metal/en/latest/). -## The same stack on DGX Spark +## The same stack from M1 Pro to M5 Pro -NVIDIA's DGX Spark is another unified-memory target for the same vLLM stack. It exposes a shared CPU/GPU memory pool and runs the same V1 scheduler, chunked prefill, and paged KV management. The execution layer changes from vllm-metal, MLX, and Metal to upstream vLLM and CUDA. + -The two machines balance memory and compute differently: - -| | Apple M5 Pro | DGX Spark (GB10) | -|---|---|---| -| Unified memory | 64 GB LPDDR5X-9600 | 128 GB LPDDR5X-8533 | -| Memory bandwidth | 307 GB/s | 273 GB/s | -| Nominal scalar shader width (rough) | ≈2,560 lanes (20 cores × ≈128) | 6,144 CUDA cores (48 SMs × 128) | -| Serving stack | vllm-metal (MLX + Metal) | upstream vLLM (CUDA) | - -*Nominal scalar width gives a rough architectural comparison. It does not measure equivalent FLOPS. [Apple publishes](https://www.apple.com/macbook-pro/specs/) the 20-core GPU but not the M5 Pro's lane count or absolute GPU throughput; the Apple value estimates 128 lanes per core from prior Apple GPU designs. [NVIDIA publishes](https://docs.nvidia.com/dgx/dgx-spark/dgx-spark.pdf) 6,144 CUDA cores. Clock rates, instruction issue, matrix accelerators, and kernel efficiency differ.* - -Neural Accelerators and Tensor Cores are omitted because Apple does not publish a comparable throughput figure. - -![SiliconBench agent split on Gemma 4 E4B and Qwen3.8-27B, vllm-metal on an M5 Pro against upstream vLLM on a DGX Spark: TTFT, end-to-end request latency, and output token throughput versus concurrency](/assets/figures/2026-08-25-vllm-metal-v0-4-0/spark-vs-apple.svg) - -On Gemma 4 E4B, the Mac leads at concurrency 1, with 21.1 output tokens per second to the Spark's 15.7. At concurrency 16, the Spark leads 225.1 to 63.6. On Qwen3.8-27B, where the Mac uses an 8-bit MLX conversion and the Spark uses Qwen's FP8 checkpoint, throughput at concurrency 4 is 5.3 on the Mac and 24.0 on the Spark, with TTFT at 14.7 s and 0.6 s, respectively. - -At concurrency 16, Gemma 4 E4B averages 5.5 s per request on the Spark against 21.7 s on the Mac; on the 27B at concurrency 4, the gap is 11.2 s against 52.7 s. - -Both expose the same OpenAI-compatible interface and V1 scheduling model, so the SiliconBench workload runs unchanged while the execution backend and hardware set the performance ceiling. +*Placeholder — M1 Pro and M5 Pro on the same agent split.* ## Appendix: benchmark reproduction The cross-engine serving benchmarks use the SiliconBench agent split: 100 prompts averaging 4.6K input and 70 output tokens, run closed loop at fixed concurrency on a 64 GB M5 Pro. The NAX A/B instead uses two Sonnet configurations: a prefill-heavy split with 2,048 input and 32 output tokens, and a standard split with 1,024 input and 128 output tokens. Both run 100 prompts at request rate 10 and concurrency 32. -The DGX Spark comparison reuses the agent split and SiliconBench client unchanged on a GB10 box with 121 GB of usable unified memory. - Stats cover completed requests; an empty response counts as failed. The benchmark code and per-engine configurations live in the [SiliconBench repo](https://github.com/WindChimeRan/SiliconBench). The MTP measurements predate v0.4.0 and ran vllm-metal `0.3.0.dev20260821152549` with the serve command from the quickstart.

@@ -206,8 +186,6 @@ Stats cover completed requests; an empty response counts as failed. The benchmar - **vllm-metal (27B):** `VLLM_METAL_MEMORY_FRACTION=0.7`, `--max-model-len 16384`, and prefix caching enabled. At the default fraction of `0.5`, preemption began at concurrency 4. - **oMLX:** `--paged-ssd-cache-dir ` and `--hot-cache-max-size 0`, with a restart and fresh directory before each concurrency level. The bounded-memory arm rejected 37 of 100 requests at concurrency 4. - **vllm-metal MTP:** `--no-async-scheduling` with `"num_speculative_tokens":1`. -- **DGX Spark:** upstream vLLM `0.27.2rc1.dev568+gf25c580af` on GB10, using the same client and agent split with `--max-model-len 16384` and prefix caching enabled. The 27B arm serves `Qwen/Qwen3.8-27B-FP8`, a different checkpoint from the Mac's 8-bit MLX conversion. -- **DGX Spark memory:** the 27B uses `--gpu-memory-utilization 0.7`; the default `0.9` exhausted the shared memory pool. Nothing was preempted at concurrency 4 with `0.7`.
diff --git a/assets/figures/2026-08-25-vllm-metal-v0-4-0/spark-vs-apple.svg b/assets/figures/2026-08-25-vllm-metal-v0-4-0/spark-vs-apple.svg deleted file mode 100644 index 9aee9c5e..00000000 --- a/assets/figures/2026-08-25-vllm-metal-v0-4-0/spark-vs-apple.svg +++ /dev/null @@ -1,1215 +0,0 @@ - - - - - - - - image/svg+xml - - - Matplotlib v3.11.1, https://matplotlib.org/ - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1 - - - - - - - - - - 8 - - - - - - - - - - 16 - - - - concurrency - - - - - - - - - - - - - - - - - 0.25 - - - - - - - - - - - - - 0.50 - - - - - - - - - - - - - 0.75 - - - - - - - - - - - - - 1.00 - - - - - - - - - - - - - 1.25 - - - - - - - - - - - - - 1.50 - - - - - - - - - - - - - 1.75 - - - - Gemma 4 E4B - - - - - - - - - - - - - - - - TTFT avg (s) · lower is better - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1 - - - - - - - - - - 8 - - - - - - - - - - 16 - - - - concurrency - - - - - - - - - - - - - - 5.0 - - - - - - - - - - - - - 7.5 - - - - - - - - - - - - - 10.0 - - - - - - - - - - - - - 12.5 - - - - - - - - - - - - - 15.0 - - - - - - - - - - - - - 17.5 - - - - - - - - - - - - - 20.0 - - - - - - - - - - - - - 22.5 - - - - - - - - - - - - - - - - - End-to-end latency avg (s) · lower is better - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1 - - - - - - - - - - 8 - - - - - - - - - - 16 - - - - concurrency - - - - - - - - - - - - - - 50 - - - - - - - - - - - - - 100 - - - - - - - - - - - - - 150 - - - - - - - - - - - - - 200 - - - - - - - - - - - - - - - - - Output token throughput (tok/s) · higher is better - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1 - - - - - - - - - - 2 - - - - - - - - - - 4 - - - - concurrency - - - - - - - - - - - - - - 0 - - - - - - - - - - - - - 2 - - - - - - - - - - - - - 4 - - - - - - - - - - - - - 6 - - - - - - - - - - - - - 8 - - - - - - - - - - - - - 10 - - - - - - - - - - - - - 12 - - - - - - - - - - - - - 14 - - - - Qwen3.8-27B - 8-bit - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1 - - - - - - - - - - 2 - - - - - - - - - - 4 - - - - concurrency - - - - - - - - - - - - - - 10 - - - - - - - - - - - - - 20 - - - - - - - - - - - - - 30 - - - - - - - - - - - - - 40 - - - - - - - - - - - - - 50 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1 - - - - - - - - - - 2 - - - - - - - - - - 4 - - - - concurrency - - - - - - - - - - - - - - 5 - - - - - - - - - - - - - 10 - - - - - - - - - - - - - 15 - - - - - - - - - - - - - 20 - - - - - - - - - - - - - 25 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - SiliconBench agent split · one serving architecture, two unified-memory machines - - - Same 100 prompts, same measurement client, closed loop. The 27B row sweeps 1/2/4 because that is where the 64 GB Mac ran out of headroom; it compares an 8-bit MLX conversion - on the Mac with Qwen's FP8 checkpoint on the Spark. - - - - - - - - - - - - - Apple M5 Pro 64 GB · vllm-metal - - - - - - - - - - - - DGX Spark 128 GB · vLLM - - - - - - - - - - - - - - - - - - - - - - - - From b81423265217f52dc8db446fc1328a8112fb9f93 Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Tue, 1 Sep 2026 00:00:56 -0500 Subject: [PATCH 03/16] Draft the M1 Pro vs M5 Pro generational table Gemma 4 E4B at concurrency 1 and 8; M5 Pro column filled from the existing agent-split results, M1 Pro placeholders pending a run. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-4-0.md | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-4-0.md b/_posts/2026-08-25-vllm-metal-v0-4-0.md index 97426ee6..b53a7f58 100644 --- a/_posts/2026-08-25-vllm-metal-v0-4-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-4-0.md @@ -168,10 +168,15 @@ The supported-model matrix and feature guides are in the [vllm-metal documentati ## The same stack from M1 Pro to M5 Pro - +The benchmarks above run on an M5 Pro. To show what the same serving stack does on an older machine, we run the SiliconBench agent split on Gemma 4 E4B with an M1 Pro 32 GB alongside the M5 Pro 64 GB. The two machines differ in chip generation and memory, so the gap at concurrency 1 is a clean generational signal while higher concurrency also reflects the larger KV budget. -*Placeholder — M1 Pro and M5 Pro on the same agent split.* + + +| Concurrency | TTFT avg (s) | | Output throughput (tok/s) | | +|---:|---:|---:|---:|---:| +| | **M1 Pro 32 GB** | **M5 Pro 64 GB** | **M1 Pro 32 GB** | **M5 Pro 64 GB** | +| 1 | — | 0.71 | — | 21.1 | +| 8 | — | 1.14 | — | 52.3 | ## Appendix: benchmark reproduction From e0a65f6e51e80b0616651282c5b126e49e3c2b36 Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Tue, 1 Sep 2026 10:14:46 -0500 Subject: [PATCH 04/16] Rename the announcement to v0.28.0 Upstream cut v0.28.0 on 2026-09-01, not v0.4.0. The release list is v0.1.0, v0.2.0, v0.28.0; the 0.4.0 line existed only as dev tags, and upstream pyproject.toml now reads version = "0.28.0". Per the release notes, v0.28.0 aligns the plugin release number with its vLLM v0.28.0 core dependency and covers 152 merged PRs since v0.2.0. Renames the post and updates the release-name references. Leaves the appendix sentence about the MTP measurement vintage alone: that is data-dependent and belongs with the figure regeneration. The asset directory keeps its 2026-08-25-vllm-metal-v0-4-0 path, which is invisible to readers and would otherwise churn the figure scripts. Signed-off-by: Ranran Haoran Zhang --- ...etal-v0-4-0.md => 2026-08-25-vllm-metal-v0-28-0.md} | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) rename _posts/{2026-08-25-vllm-metal-v0-4-0.md => 2026-08-25-vllm-metal-v0-28-0.md} (96%) diff --git a/_posts/2026-08-25-vllm-metal-v0-4-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md similarity index 96% rename from _posts/2026-08-25-vllm-metal-v0-4-0.md rename to _posts/2026-08-25-vllm-metal-v0-28-0.md index b53a7f58..1170bc1c 100644 --- a/_posts/2026-08-25-vllm-metal-v0-4-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -2,7 +2,7 @@ layout: post title: "Announcing vllm-metal: Concurrent Serving on Apple Silicon" author: "Ranran Haoran Zhang, Lik Xun Yuan, Chao Ju Chen, Eric Curtin, Michael Goin" -summary: "vllm-metal v0.4.0 brings vLLM's paged, continuously batched serving stack to Apple Silicon, with flatter TTFT under concurrent agent load, batched MTP, and automatic M5 prefill acceleration." +summary: "vllm-metal v0.28.0 brings vLLM's paged, continuously batched serving stack to Apple Silicon, with flatter TTFT under concurrent agent load, batched MTP, and automatic M5 prefill acceleration." image: /assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.png social_image: /assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.png read_time_minutes: 15 @@ -15,7 +15,7 @@ tags: Local inference on a Mac is straightforward until several requests overlap. Then time to first token, memory growth, and admission control become serving problems rather than model-execution problems. [vllm-metal](https://github.com/vllm-project/vllm-metal) brings vLLM's scheduler, paged KV cache, and OpenAI-compatible server to Apple Silicon, with MLX and Metal handling execution. -v0.4.0 adds batched MTP, GGUF and hybrid-model support, and automatic prefill acceleration on M5. On SiliconBench's agent split, vllm-metal keeps TTFT flatter as concurrency rises while serving from a fixed memory budget. +v0.28.0 adds batched MTP, GGUF and hybrid-model support, and automatic prefill acceleration on M5. On SiliconBench's agent split, vllm-metal keeps TTFT flatter as concurrency rises while serving from a fixed memory budget. ## How vllm-metal fits into vLLM @@ -136,7 +136,7 @@ In vllm-metal, MTP drafting and verification stay inside the continuous-batching Single-stream, MTP is a wash on this model because the drafter's cost roughly cancels the accepted tokens. At concurrency 8, batched drafting and verification cut mean request latency from 13.7 s to 10.9 s. Acceptance stays near 73% across the sweep, so batching economics rather than draft quality drives the gain. The tradeoff is TTFT, which rises by about 15% under load. Today the Metal MTP path is limited to Gemma 4 and requires `--no-async-scheduling`; the quickstart above includes both. MTP is opt-in through `--speculative-config`, so prefill-dominated deployments leave it off. -## Other v0.4.0 additions +## Other v0.28.0 additions ### Faster prefill on M5 @@ -156,11 +156,11 @@ On an M5 Pro repeated-prefix workload, this made Qwen3.5-0.8B finish the 100-req ### Models and serving features -v0.4.0 also ships: +v0.28.0 also ships: - LoRA adapters, structured outputs, and three speculative-decoding methods: Gemma 4 MTP, separate draft models, and prompt-lookup n-grams. - GGUF checkpoints, including Hugging Face config sources for local GGUF weights. -- Hybrid-attention models: the Qwen3.5, Qwen3.6, Qwen3.8, and Qwen3-Next families alternate standard attention with gated-delta-net linear attention; v0.4.0 serves `mlx-community/Qwen3.8-27B-8bit` on a single Mac. +- Hybrid-attention models: the Qwen3.5, Qwen3.6, Qwen3.8, and Qwen3-Next families alternate standard attention with gated-delta-net linear attention; v0.28.0 serves `mlx-community/Qwen3.8-27B-8bit` on a single Mac. - Pipeline parallelism across multiple Macs over the MLX ring backend. - Experimental vision-language models, text embeddings and reranking, and speech-to-text. From 4fa69511852d74aab54e310ad7f6d5c952d3b387 Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Wed, 2 Sep 2026 11:20:43 -0500 Subject: [PATCH 05/16] Update the results to the 4-bit re-run Re-measures the whole agent-split matrix at 4-bit, which is what most Mac users deploy, on a uniformly upgraded stack: vllm-metal 0.28.0.dev20260901062632 against vLLM 0.28.0, llama.cpp 0eadefeb, oMLX dc312e6e. Adds a mixture-of-experts arm, Qwen3.6-35B-A3B, so the padding argument's claim about wasted rows in "attention, MLP, and MoE" has a measurement behind its last term. Every concurrency level runs against its own freshly started server, and oMLX additionally gets an empty cache directory each time because its prefix cache lives on disk. Levels sharing a server also share its caches: on this split, whose prompts repeat, that is worth 1.67x throughput and 4.1x TTFT at concurrency 8, which is enough to change which engine appears to win. Qwen3.8-27B: vllm-metal holds the flattest TTFT curve, 7.3 to 9.3 s across a fourfold concurrency increase, against 11.4 to 15.7 for llama.cpp and roughly 38 for both oMLX modes; it also has the lowest end-to-end latency and is the only engine whose output throughput rises with concurrency. The two oMLX modes converge once neither can carry a warm cache between levels. Gemma 4 E4B: 2.3 s TTFT at concurrency 16 against llama.cpp's 32.4 s and oMLX's 22.9 s. The MTP arm takes the top throughput line at 79 tok/s. Batched MTP: regenerated delta table. MTP pays most single-stream (+20% output at concurrency 1), returns 9% at concurrency 16, and is a wash at 8. Adds the draft-depth result: acceptance falls 71% to 62% to 52% from one to three draft tokens while throughput stays flat, so one draft token is the recommendation on grounds of simplicity. Figures are deployment comparisons: each engine runs the 4-bit build its own users would install and at its own memory default, so weight footprints are not matched across engines. The appendix states both. Drops mlx_lm from the figures - it completes 23-57% of requests through tool-call parse truncation, and was already absent from the 27B comparison. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 31 +- .../gemma-e4b.svg | 465 +++++++------- .../siliconbench-27b.png | Bin 205693 -> 204010 bytes .../siliconbench-27b.svg | 589 +++++++++++------- 4 files changed, 606 insertions(+), 479 deletions(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index 1170bc1c..f217a8cf 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -43,7 +43,7 @@ Then launch a model: vllm serve Qwen/Qwen3.5-0.8B --gpu-memory-utilization 0.5 # 64 GB Macs: the 27B hybrid -# vllm serve mlx-community/Qwen3.8-27B-8bit --gpu-memory-utilization 0.7 +# vllm serve mlx-community/Qwen3.8-27B-4bit --gpu-memory-utilization 0.7 # Speculative decoding: Gemma 4 with its MTP assistant # vllm serve google/gemma-4-E4B-it --gpu-memory-utilization 0.5 \ @@ -107,12 +107,13 @@ Coding agents create concurrency by fanning out tool calls. Each call carries a ### Qwen3.8-27B -We measured the agent split with SiliconBench, our benchmark suite for LLM inference engines on Apple Silicon. The workload contains 100 requests averaging 4.6K input and 70 output tokens, run closed loop at concurrency 1, 2, and 4 against Qwen3.8-27B in 8-bit on a 64 GB M5 Pro. oMLX appears twice because its default mode spills KV cache to SSD without eviction, which no other engine here does; we report it both with that offload and in its bounded in-memory mode. +We measured the agent split with SiliconBench, our benchmark suite for LLM inference engines on Apple Silicon. The workload contains 100 requests averaging 4.6K input and 70 output tokens, run closed loop at concurrency 1, 2, and 4 against Qwen3.8-27B in 4-bit on a 64 GB M5 Pro. Each engine runs the 4-bit build its own users would install, so weight footprints are not matched across engines: the MLX conversion carries 14.1 GiB of text weights against llama.cpp's 15.3 GiB `UD-Q4_K_M`. Every concurrency level is an independent measurement: each one gets a fresh server, and oMLX additionally gets an empty cache directory, because its prefix cache lives on disk and outlives the process. oMLX appears twice because its default mode spills KV cache to SSD without eviction, which no other engine here does; we report it both with that offload and in its bounded in-memory mode. ![SiliconBench agent split on Qwen3.8-27B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, and oMLX with and without SSD offload](/assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.svg) -- The bounded engines are close at concurrency 1, but overlap exposes their different scheduling and memory policies. vllm-metal's TTFT rises from 10.1 s to 14.7 s while completing all 100 requests; oMLX's SSD mode climbs from 7.8 s to roughly 27 s, while bounded oMLX rejects 37 requests at concurrency 4. -- Earlier first tokens do not guarantee the earliest completion. At concurrency 4, oMLX's SSD arm finishes requests about five seconds sooner on average than vllm-metal. vllm-metal's chunked prefills share each step with active decodes, trading some completion time for earlier admission. +- vllm-metal holds the flattest TTFT curve, rising only from 7.3 s to 9.3 s across a fourfold increase in concurrency. llama.cpp goes 11.4 s to 15.7 s; both oMLX modes climb to roughly 38 s. End-to-end latency orders the same way: 36.1 s for vllm-metal at concurrency 4 against 56.9 s for llama.cpp and 52.5 s for oMLX. +- vllm-metal is the only engine whose output throughput rises with concurrency, from 5.8 to 7.3 tokens per second. The others are flat or fall, which is what a scheduler that cannot overlap prefill with decode looks like under load. +- oMLX's two modes land on top of each other — 38.9 s and 38.1 s at concurrency 4. When every level starts from an empty cache, the SSD offload has nothing warm to read, so it behaves like the bounded mode. ### Gemma 4 E4B @@ -120,7 +121,7 @@ Gemma 4 E4B is small enough to sweep through concurrency 16 on the same machine ![SiliconBench agent split on Gemma 4 E4B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal with and without the MTP drafter, and oMLX in its default SSD-offload mode](/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg) -At concurrency 16, vllm-metal schedules all requests together and reaches 1.9 s TTFT. llama.cpp's four default slots leave twelve requests queued, pushing TTFT to 28.3 s. The MTP arm turns the same continuous batch into the highest output throughput in the figure, at 71.6 tokens per second. +At concurrency 16, vllm-metal schedules all requests together and reaches 2.3 s TTFT. llama.cpp's four default slots leave twelve requests queued, pushing TTFT to 32.4 s, and oMLX reaches 22.9 s. The MTP arm turns the same continuous batch into the highest output throughput in the figure, at 79 tokens per second. We kept llama.cpp's default `--parallel 4` because `--parallel 16` improves throughput at concurrency 16 but regresses at concurrency 8 ([sensitivity results](#llamacpp-server-slot-sensitivity)). @@ -128,13 +129,15 @@ We kept llama.cpp's default `--parallel 4` because `--parallel 16` improves thro In vllm-metal, MTP drafting and verification stay inside the continuous-batching path. The dashed blue line in the Gemma 4 figure measures this path: -| Concurrency | Wall vs. no MTP | Output tok/s vs. no MTP | TTFT avg vs. no MTP | Acceptance | -|---:|---:|---:|---:|---:| -| 1 | +1% | −3% | +5% | 73.4% | -| 8 | −21% | +23% | +15% | 73.5% | -| 16 | −12% | +13% | +16% | 73.3% | +| Concurrency | Wall vs. no MTP | Output tok/s vs. no MTP | TTFT avg vs. no MTP | +|---:|---:|---:|---:| +| 1 | −15% | +20% | −1% | +| 8 | −1% | +0% | +4% | +| 16 | −8% | +9% | +20% | + +MTP pays most single-stream, adding a fifth to output throughput at concurrency 1, and still returns 9% at concurrency 16. At concurrency 8 the drafter's cost exactly cancels the accepted tokens. The tradeoff is TTFT, which rises 20% at the top of the sweep. Drafting one token per step, the target model accepts 71% of drafts. -Single-stream, MTP is a wash on this model because the drafter's cost roughly cancels the accepted tokens. At concurrency 8, batched drafting and verification cut mean request latency from 13.7 s to 10.9 s. Acceptance stays near 73% across the sweep, so batching economics rather than draft quality drives the gain. The tradeoff is TTFT, which rises by about 15% under load. Today the Metal MTP path is limited to Gemma 4 and requires `--no-async-scheduling`; the quickstart above includes both. MTP is opt-in through `--speculative-config`, so prefill-dominated deployments leave it off. +Draft depth does not extend the win. Running the drafter recurrently for more steps lowers acceptance — 71% at one draft token, 62% at two, 52% at three — but output throughput at concurrency 8 is flat across depth at 73.0, 73.7, and 72.6 tokens per second. The extra accepted tokens and the extra draft compute cancel. One draft token is the setting we recommend today, because it is the simplest and nothing deeper buys anything. Today the Metal MTP path is limited to Gemma 4 and requires `--no-async-scheduling`; the quickstart above includes both. MTP is opt-in through `--speculative-config`, so prefill-dominated deployments leave it off. ## Other v0.28.0 additions @@ -160,7 +163,7 @@ v0.28.0 also ships: - LoRA adapters, structured outputs, and three speculative-decoding methods: Gemma 4 MTP, separate draft models, and prompt-lookup n-grams. - GGUF checkpoints, including Hugging Face config sources for local GGUF weights. -- Hybrid-attention models: the Qwen3.5, Qwen3.6, Qwen3.8, and Qwen3-Next families alternate standard attention with gated-delta-net linear attention; v0.28.0 serves `mlx-community/Qwen3.8-27B-8bit` on a single Mac. +- Hybrid-attention models: the Qwen3.5, Qwen3.6, Qwen3.8, and Qwen3-Next families alternate standard attention with gated-delta-net linear attention; v0.28.0 serves `mlx-community/Qwen3.8-27B-4bit` on a single Mac. - Pipeline parallelism across multiple Macs over the MLX ring backend. - Experimental vision-language models, text embeddings and reranking, and speech-to-text. @@ -182,7 +185,9 @@ The benchmarks above run on an M5 Pro. To show what the same serving stack does The cross-engine serving benchmarks use the SiliconBench agent split: 100 prompts averaging 4.6K input and 70 output tokens, run closed loop at fixed concurrency on a 64 GB M5 Pro. The NAX A/B instead uses two Sonnet configurations: a prefill-heavy split with 2,048 input and 32 output tokens, and a standard split with 1,024 input and 128 output tokens. Both run 100 prompts at request rate 10 and concurrency 32. -Stats cover completed requests; an empty response counts as failed. The benchmark code and per-engine configurations live in the [SiliconBench repo](https://github.com/WindChimeRan/SiliconBench). The MTP measurements predate v0.4.0 and ran vllm-metal `0.3.0.dev20260821152549` with the serve command from the quickstart. +Each concurrency level runs against a freshly started server, so no level inherits a prefix cache warmed by the one before it; oMLX also gets an empty cache directory each time, because its cache is on disk. Each engine runs at its own memory default: vllm-metal at `auto`, which resolves to the engine's `--gpu-memory-utilization` of 0.92; oMLX under its balanced memory guard; llama.cpp uncapped. The quickstart above deliberately recommends lower values so a Mac keeps headroom for other applications, and that costs throughput — on this model at concurrency 1, moving 0.5 to 0.7 to the default raises output from 3.9 to 4.4 to 4.7 tokens per second. + +Stats cover completed requests; an empty response counts as failed. The benchmark code and per-engine configurations live in the [SiliconBench repo](https://github.com/WindChimeRan/SiliconBench). All arms ran on vllm-metal `0.28.0.dev20260901062632` against vLLM 0.28.0, llama.cpp `0eadefeb`, and oMLX `dc312e6e`, with the serve commands from the quickstart. Every result file records the framework version that produced it.
Serving configurations diff --git a/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg b/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg index 6c22fb99..9387b7cc 100644 --- a/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg +++ b/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg @@ -79,8 +79,8 @@ L 0 3.5 - @@ -90,86 +90,101 @@ L -3.5 0 " style="stroke: #1a1a2e; stroke-width: 0.8"/> - + - 0 + 0 - - + - 5 + 5 - - + - 10 + 10 - - + - 15 + 15 - - + - 20 + 20 - - + - 25 + 25 + + + + + + + + + + + + + 30 @@ -183,46 +198,46 @@ L 38.713633 96.643047 L 311.853381 299.8 " style="fill: none; stroke: #5a5a72; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - - + - - + - - + - - + - - vllm-metal - - vllm-metal + MTP + vllm-metal - oMLX (SSD offload) + vllm-metal + MTP - llama.cpp + oMLX (SSD offload) + llama.cpp + + TTFT avg (s) · lower is better - + - - - + + + - + - - - + + + - + - - + + - + - - - + + + @@ -301,143 +316,113 @@ z - + - + 1 - + - + 8 - + - + 16 - + concurrency - - - - - - - - - - - 5 - - - - + - 10 + 0 - - + - 15 + 10 - - + - 20 + 20 - - + - 25 + 30 - - + - 30 - - - - - - - - - - - - - 35 + 40 @@ -451,71 +436,71 @@ L 379.993633 96.643047 L 653.133381 299.8 " style="fill: none; stroke: #5a5a72; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - - + - - + - - + - - + + + vllm-metal + MTP + - vllm-metal + MTP + vllm-metal - vllm-metal + oMLX (SSD offload) - oMLX (SSD offload) - - llama.cpp - + End-to-end latency avg (s) · lower is better - + - - - + + + - + - - - + + + - + - - + + - + - - - + + + @@ -530,128 +515,128 @@ z - + - + 1 - + - + 8 - + - + 16 - + concurrency + + + + + + + + + + + 30 + + - - + - 20 + 40 - - + - 30 + 50 - - + - 40 + 60 - - + - 50 + 70 - - + - 60 - - - - - - - - - - - - - 70 + 80 @@ -665,82 +650,82 @@ L 721.273633 96.643047 L 994.413381 299.8 " style="fill: none; stroke: #5a5a72; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - - + - - + - + - - + 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(s) · lower is better - + - - - + + + - + - - - + + + - + - - + + + - + - - - + + + @@ -273,98 +331,128 @@ z - + - + 1 - + - + 2 - + - + 4 - + concurrency - - - + + - + - + - - 20 + + 10 - - - + + - + - + - - 30 + + 20 - - - + + - + - + - - 40 + + 30 - - - + + - + - + - - 50 + + 40 + + + + + + + + + + + + + 50 + + + + + + + + + + + + + 60 @@ -378,69 +466,71 @@ L 371.95 96.643047 L 642.689748 299.8 " style="fill: none; stroke: #5a5a72; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - - + - - + - - + - - + - - oMLX + + vllm-metal - - oMLX (SSD offload) + + oMLX - - vllm-metal + + oMLX (SSD offload) - - llama.cpp + + llama.cpp - + End-to-end latency avg (s) · lower is better - + - - - + + + - + - - - + + + - + - - + + + - + - - - + + + @@ -455,98 +545,143 @@ z - + - + 1 - + - + 2 - + - + 4 - + concurrency - - - + + - + - + - - 4.0 + + 4.0 - - - + + - + - + - - 4.5 + + 4.5 - - - + + - + - + - - 5.0 + + 5.0 - - - + + - + - + - - 5.5 + + 5.5 + + + + + + + + + + + + + 6.0 + + + + + + + + + + + + + 6.5 + + + + + + + + + + + + + 7.0 @@ -560,80 +695,82 @@ L 714.43 96.643047 L 985.169748 299.8 " style="fill: none; stroke: #5a5a72; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - - + - - + - - + - - + - - oMLX + + llama.cpp - - llama.cpp + + oMLX (SSD offload) - - vllm-metal + + oMLX - - oMLX (SSD offload) + + vllm-metal - + Output token throughput (tok/s) · higher is better - + - - - + + + - + - - - + + + - + - - + + + - + - - - + + + - - SiliconBench agent split · Qwen3.8-27B 8-bit · 100 requests · Apple M5 Pro 64 GB + + SiliconBench agent split · Qwen3.8-27B 4-bit · 100 requests · Apple M5 Pro 64 GB - + oMLX SSD offload spills KV cache to disk without eviction. The split averages 4.6K input and 70 output tokens per request. - + - + vllm-metal - + - + llama.cpp - + - + oMLX - + - + oMLX (SSD offload) From 5bbb14724a9efa78034431463697b245bff66d28 Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Wed, 2 Sep 2026 12:29:48 -0500 Subject: [PATCH 06/16] State the concurrency-1 result explicitly oMLX reaches first token soonest single-stream on the 27B and is slightly ahead on latency and throughput there too. The figure shows it; the prose skipped it and went straight to the curve shape. Say it, and say why the ordering inverts under load. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 1 + 1 file changed, 1 insertion(+) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index f217a8cf..69477ac2 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -111,6 +111,7 @@ We measured the agent split with SiliconBench, our benchmark suite for LLM infer ![SiliconBench agent split on Qwen3.8-27B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, and oMLX with and without SSD offload](/assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.svg) +- Single-stream, oMLX is ahead: 7.0 s to first token against vllm-metal's 7.3 s, and slightly better on latency and throughput too. The ordering inverts as soon as requests overlap, which is the case this scheduler is built for. - vllm-metal holds the flattest TTFT curve, rising only from 7.3 s to 9.3 s across a fourfold increase in concurrency. llama.cpp goes 11.4 s to 15.7 s; both oMLX modes climb to roughly 38 s. End-to-end latency orders the same way: 36.1 s for vllm-metal at concurrency 4 against 56.9 s for llama.cpp and 52.5 s for oMLX. - vllm-metal is the only engine whose output throughput rises with concurrency, from 5.8 to 7.3 tokens per second. The others are flat or fall, which is what a scheduler that cannot overlap prefill with decode looks like under load. - oMLX's two modes land on top of each other — 38.9 s and 38.1 s at concurrency 4. When every level starts from an empty cache, the SSD offload has nothing warm to read, so it behaves like the bounded mode. From 6e999341863434948491738c66a5a3de6478015e Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Wed, 2 Sep 2026 12:30:04 -0500 Subject: [PATCH 07/16] Sync the M1 Pro table's M5 Pro column to the 4-bit measurements The column still held the BF16 numbers and contradicted the Gemma figure in the same post. The M1 Pro column remains unmeasured. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index 69477ac2..954aeabf 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -174,13 +174,15 @@ The supported-model matrix and feature guides are in the [vllm-metal documentati The benchmarks above run on an M5 Pro. To show what the same serving stack does on an older machine, we run the SiliconBench agent split on Gemma 4 E4B with an M1 Pro 32 GB alongside the M5 Pro 64 GB. The two machines differ in chip generation and memory, so the gap at concurrency 1 is a clean generational signal while higher concurrency also reflects the larger KV budget. - + | Concurrency | TTFT avg (s) | | Output throughput (tok/s) | | |---:|---:|---:|---:|---:| | | **M1 Pro 32 GB** | **M5 Pro 64 GB** | **M1 Pro 32 GB** | **M5 Pro 64 GB** | -| 1 | — | 0.71 | — | 21.1 | -| 8 | — | 1.14 | — | 52.3 | +| 1 | — | 0.64 | — | 45.8 | +| 8 | — | 1.19 | — | 72.7 | ## Appendix: benchmark reproduction From 3610063b636161d6771a92b95bc18403a0b1855f Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Wed, 2 Sep 2026 13:04:37 -0500 Subject: [PATCH 08/16] Add the Qwen3.6-35B-A3B results The post argued that packing saves padded rows in "attention, MLP, and MoE" while every benchmarked model was dense on that last term. This arm supplies it: 35B total parameters with 3B active per token, experts holding 93% of the checkpoint's text weight, and gated-delta-net linear attention alternating with standard attention, so one model exercises both the hybrid path and the expert path. vllm-metal holds TTFT nearly flat at 1.6 to 2.0 s from concurrency 1 to 4 where both oMLX modes climb to about 6.5 s, and reaches 35.3 output tok/s against 30.1 and llama.cpp's 25.3. oMLX is marginally ahead single-stream on latency and throughput, as it is on the 27B. Also names the model in the supported-models bullet, which previously listed only the 27B. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 12 +- .../moe-35b-a3b.svg | 858 ++++++++++++++++++ 2 files changed, 869 insertions(+), 1 deletion(-) create mode 100644 assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index 954aeabf..90faa06c 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -126,6 +126,16 @@ At concurrency 16, vllm-metal schedules all requests together and reaches 2.3 s We kept llama.cpp's default `--parallel 4` because `--parallel 16` improves throughput at concurrency 16 but regresses at concurrency 8 ([sensitivity results](#llamacpp-server-slot-sensitivity)). +### Qwen3.6-35B-A3B + +Qwen3.6-35B-A3B is a mixture-of-experts model: 35B total parameters with 3B active per token, and experts holding 93% of the checkpoint's text weight. It also alternates standard attention with gated-delta-net linear attention, so one arm exercises both the hybrid attention path and the expert path. + +![SiliconBench agent split on Qwen3.6-35B-A3B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, and oMLX with and without SSD offload](/assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg) + +vllm-metal holds TTFT nearly flat, 1.6 s to 2.0 s from concurrency 1 to 4, while both oMLX modes climb to about 6.5 s and llama.cpp sits between them. Output throughput reaches 35.3 tokens per second against 30.1 for oMLX and 25.3 for llama.cpp. oMLX is marginally ahead single-stream on latency and throughput, and behind everywhere requests overlap. + +Sparse expert routing does not change the shape of the result. The packed token axis carries through the MoE layers the same way it does through attention and MLP, so the padding a batch would otherwise spend is saved in all three. + ### Batched MTP under concurrent load In vllm-metal, MTP drafting and verification stay inside the continuous-batching path. The dashed blue line in the Gemma 4 figure measures this path: @@ -164,7 +174,7 @@ v0.28.0 also ships: - LoRA adapters, structured outputs, and three speculative-decoding methods: Gemma 4 MTP, separate draft models, and prompt-lookup n-grams. - GGUF checkpoints, including Hugging Face config sources for local GGUF weights. -- Hybrid-attention models: the Qwen3.5, Qwen3.6, Qwen3.8, and Qwen3-Next families alternate standard attention with gated-delta-net linear attention; v0.28.0 serves `mlx-community/Qwen3.8-27B-4bit` on a single Mac. +- Hybrid-attention models: the Qwen3.5, Qwen3.6, Qwen3.8, and Qwen3-Next families alternate standard attention with gated-delta-net linear attention, and Qwen3.6 adds mixture-of-experts on top; v0.28.0 serves `mlx-community/Qwen3.8-27B-4bit` and `mlx-community/Qwen3.6-35B-A3B-4bit` on a single Mac. - Pipeline parallelism across multiple Macs over the MLX ring backend. - Experimental vision-language models, text embeddings and reranking, and speech-to-text. diff --git a/assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg b/assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg new file mode 100644 index 00000000..2092baaa --- /dev/null +++ b/assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg @@ -0,0 +1,858 @@ + + + + + + + + image/svg+xml + + + Matplotlib v3.11.1, https://matplotlib.org/ + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 2 + + + + + + + + + + 4 + + + + concurrency + + + + + + + + + + + + + + + + + 2 + + + + + + + + + + + + + 3 + + + + + + + + + + + + + 4 + + + + + + + + + + + + + 5 + + + + + + + + + + + + + 6 + + + + + + + + + + + + + 7 + + + + + + + + + + + + + + + + + + + + + + + vllm-metal + + + llama.cpp + + + oMLX + + + oMLX (SSD offload) + + + TTFT avg (s) · lower is better + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 2 + + + + + + + + + + 4 + + + + concurrency + + + + + + + + + + + + + + 2 + + + + + + + + + + + + + 4 + + + + + + + + + + + + + 6 + + + + + + + + + + + + + 8 + + + + + + + + + + + + + 10 + + + + + + + + + + + + + 12 + + + + + + + + + + + + + + + + + + + + + + + vllm-metal + + + oMLX + + + oMLX (SSD offload) + + + llama.cpp + + + End-to-end latency avg (s) · lower is better + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 1 + + + + + + + + + + 2 + + + + + + + + + + 4 + + + + concurrency + + + + + + + + + + + + + + 22 + + + + + + + + + + + + + 24 + + + + + + + + + + + + + 26 + + + + + + + + + + + + + 28 + + + + + + + + + + + + + 30 + + + + + + + + + + + + + 32 + + + + + + + + + + + + + 34 + + + + + + + + + + + + + 36 + + + + + + + + + + + + + + + + + + + + + + + llama.cpp + + + oMLX (SSD offload) + + + oMLX + + + vllm-metal + + + Output token throughput (tok/s) · higher is better + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + SiliconBench agent split · Qwen3.6-35B-A3B 4-bit · 100 requests · Apple M5 Pro 64 GB + + + A mixture-of-experts model: 35B total parameters, 3B active per token, with experts holding 93% of the checkpoint's text weight. Both oMLX modes are shown; they overlap. + + + + + + + + + + + + + vllm-metal + + + + + + + + + + + + llama.cpp + + + + + + + + + + + + oMLX + + + + + + + + + oMLX (SSD offload) + + + + + + + + + + + + + + + From ebc0152c8dd41418e6ae0834ef2283ba3fb8d35f Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Thu, 3 Sep 2026 20:32:14 -0500 Subject: [PATCH 09/16] Give oMLX a memory prefix cache, not only a disk one MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The second oMLX series was measured with --no-cache and labelled "bounded in-memory mode". It had no prefix cache at all: oMLX honours --hot-cache-max-size only when a cache directory is set and forces it to 0 otherwise, so the 8GB passed alongside --no-cache never applied. The figures drew that arm as plain "oMLX", so the line a reader would take for the default was the one with caching switched off. Both oMLX arms are now named for where the cache lives. "oMLX (SSD offload)" is unchanged and is oMLX's own default: disk-backed, memory tier off, its 100 GB cap being what "auto" resolves to on a 1 TB machine. "oMLX (RAM cache)" is new, holding the prefix cache in memory and writing nothing to disk, which is what llama.cpp and vllm-metal do — the comparable configuration. Where the cache lives turns out to matter more than whether it exists, and the two modes no longer coincide, so the paragraph explaining why they overlapped is gone. On the 27B, in memory against on disk is 5.47 against 4.80 tok/s and 32.9 against 38.9 s TTFT at concurrency 4. On the MoE it is 33.9 against 30.1 tok/s, which also moves that model's story: oMLX now leads single-stream throughput 33.7 to 28.3 and sits a tenth of a second from vllm-metal on end-to-end latency, so vllm-metal's advantage there is time to first token rather than throughput. Gemma gains the same pair, 14.1 s against 22.9 s TTFT at concurrency 16. The MoE figure also gains mlx_lm, drawn in grey and labelled with its completion count: it returns an empty completion for roughly six in ten of these long-input prompts, so its rates cover only the requests that finished. Every arm was re-measured with one server per concurrency level, so no level inherits a warm cache from the one before it. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 18 +- .../gemma-e4b.svg | 284 +++--- .../moe-35b-a3b.svg | 892 ++++++++++-------- .../siliconbench-27b.png | Bin 204010 -> 219756 bytes .../siliconbench-27b.svg | 317 +++---- 5 files changed, 829 insertions(+), 682 deletions(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index 90faa06c..671580bf 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -107,22 +107,22 @@ Coding agents create concurrency by fanning out tool calls. Each call carries a ### Qwen3.8-27B -We measured the agent split with SiliconBench, our benchmark suite for LLM inference engines on Apple Silicon. The workload contains 100 requests averaging 4.6K input and 70 output tokens, run closed loop at concurrency 1, 2, and 4 against Qwen3.8-27B in 4-bit on a 64 GB M5 Pro. Each engine runs the 4-bit build its own users would install, so weight footprints are not matched across engines: the MLX conversion carries 14.1 GiB of text weights against llama.cpp's 15.3 GiB `UD-Q4_K_M`. Every concurrency level is an independent measurement: each one gets a fresh server, and oMLX additionally gets an empty cache directory, because its prefix cache lives on disk and outlives the process. oMLX appears twice because its default mode spills KV cache to SSD without eviction, which no other engine here does; we report it both with that offload and in its bounded in-memory mode. +We measured the agent split with SiliconBench, our benchmark suite for LLM inference engines on Apple Silicon. The workload contains 100 requests averaging 4.6K input and 70 output tokens, run closed loop at concurrency 1, 2, and 4 against Qwen3.8-27B in 4-bit on a 64 GB M5 Pro. Each engine runs the 4-bit build its own users would install, so weight footprints are not matched across engines: the MLX conversion carries 14.1 GiB of text weights against llama.cpp's 15.3 GiB `UD-Q4_K_M`. Every concurrency level is an independent measurement: each one gets a fresh server, and oMLX additionally gets an empty cache directory, because its prefix cache lives on disk and outlives the process. oMLX appears twice because it is the only engine here whose prefix cache can live on disk: it spills KV cache to SSD without eviction, and ships with its in-memory tier switched off. We report it both that way and with the cache held in memory instead, which is what every other engine in the figure does. -![SiliconBench agent split on Qwen3.8-27B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, and oMLX with and without SSD offload](/assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.svg) +![SiliconBench agent split on Qwen3.8-27B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, and oMLX with its prefix cache in memory and on SSD](/assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.svg) - Single-stream, oMLX is ahead: 7.0 s to first token against vllm-metal's 7.3 s, and slightly better on latency and throughput too. The ordering inverts as soon as requests overlap, which is the case this scheduler is built for. -- vllm-metal holds the flattest TTFT curve, rising only from 7.3 s to 9.3 s across a fourfold increase in concurrency. llama.cpp goes 11.4 s to 15.7 s; both oMLX modes climb to roughly 38 s. End-to-end latency orders the same way: 36.1 s for vllm-metal at concurrency 4 against 56.9 s for llama.cpp and 52.5 s for oMLX. +- vllm-metal holds the flattest TTFT curve, rising only from 7.3 s to 9.3 s across a fourfold increase in concurrency. llama.cpp goes 11.4 s to 15.7 s; oMLX climbs to 32.9 s with its cache in memory and 38.9 s with SSD offload. End-to-end latency orders the same way: 36.1 s for vllm-metal at concurrency 4 against 56.9 s for llama.cpp, 46.4 s for oMLX in memory and 52.5 s with offload. - vllm-metal is the only engine whose output throughput rises with concurrency, from 5.8 to 7.3 tokens per second. The others are flat or fall, which is what a scheduler that cannot overlap prefill with decode looks like under load. -- oMLX's two modes land on top of each other — 38.9 s and 38.1 s at concurrency 4. When every level starts from an empty cache, the SSD offload has nothing warm to read, so it behaves like the bounded mode. +- Where oMLX keeps its prefix cache matters more than whether it has one. Holding it in memory instead of on SSD is worth 14% output throughput at concurrency 4 (5.47 against 4.80 tok/s) and six seconds of TTFT (32.9 s against 38.9 s). Both arms see the same reuse — each concurrency level starts from an empty cache either way — so the difference is the cost of serving a hit, not the number of hits. ### Gemma 4 E4B Gemma 4 E4B is small enough to sweep through concurrency 16 on the same machine and agent split. -![SiliconBench agent split on Gemma 4 E4B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal with and without the MTP drafter, and oMLX in its default SSD-offload mode](/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg) +![SiliconBench agent split on Gemma 4 E4B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal with and without the MTP drafter, and oMLX with its prefix cache in memory and on SSD](/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg) -At concurrency 16, vllm-metal schedules all requests together and reaches 2.3 s TTFT. llama.cpp's four default slots leave twelve requests queued, pushing TTFT to 32.4 s, and oMLX reaches 22.9 s. The MTP arm turns the same continuous batch into the highest output throughput in the figure, at 79 tokens per second. +At concurrency 16, vllm-metal schedules all requests together and reaches 2.3 s TTFT. llama.cpp's four default slots leave twelve requests queued, pushing TTFT to 32.4 s, and oMLX reaches 14.1 s with its cache in memory and 22.9 s with SSD offload. The MTP arm turns the same continuous batch into the highest output throughput in the figure, at 79 tokens per second. We kept llama.cpp's default `--parallel 4` because `--parallel 16` improves throughput at concurrency 16 but regresses at concurrency 8 ([sensitivity results](#llamacpp-server-slot-sensitivity)). @@ -130,9 +130,9 @@ We kept llama.cpp's default `--parallel 4` because `--parallel 16` improves thro Qwen3.6-35B-A3B is a mixture-of-experts model: 35B total parameters with 3B active per token, and experts holding 93% of the checkpoint's text weight. It also alternates standard attention with gated-delta-net linear attention, so one arm exercises both the hybrid attention path and the expert path. -![SiliconBench agent split on Qwen3.6-35B-A3B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, and oMLX with and without SSD offload](/assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg) +![SiliconBench agent split on Qwen3.6-35B-A3B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, oMLX with its prefix cache in memory and on SSD, and mlx_lm](/assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg) -vllm-metal holds TTFT nearly flat, 1.6 s to 2.0 s from concurrency 1 to 4, while both oMLX modes climb to about 6.5 s and llama.cpp sits between them. Output throughput reaches 35.3 tokens per second against 30.1 for oMLX and 25.3 for llama.cpp. oMLX is marginally ahead single-stream on latency and throughput, and behind everywhere requests overlap. +vllm-metal holds TTFT nearly flat, 1.6 s to 2.0 s from concurrency 1 to 4, while oMLX climbs to 4.9 s in memory and 6.8 s with SSD offload, and llama.cpp sits between them. Throughput is closer here than on the dense models: 35.3 tokens per second for vllm-metal at concurrency 4 against 33.9 for oMLX in memory, 30.1 with offload, and 25.3 for llama.cpp, and end-to-end latency is within a tenth of a second (8.46 against 8.57). Single-stream, oMLX leads throughput outright, 33.7 against 28.3. On a model this sparse the scheduler's advantage shows up in time to first token rather than in tokens per second. mlx_lm is drawn for reference but completed 38, 40 and 38 of 100 requests, so its line is not a like-for-like comparison. Sparse expert routing does not change the shape of the result. The packed token axis carries through the MoE layers the same way it does through attention and MLP, so the padding a batch would otherwise spend is saved in all three. @@ -198,7 +198,7 @@ The benchmarks above run on an M5 Pro. To show what the same serving stack does The cross-engine serving benchmarks use the SiliconBench agent split: 100 prompts averaging 4.6K input and 70 output tokens, run closed loop at fixed concurrency on a 64 GB M5 Pro. The NAX A/B instead uses two Sonnet configurations: a prefill-heavy split with 2,048 input and 32 output tokens, and a standard split with 1,024 input and 128 output tokens. Both run 100 prompts at request rate 10 and concurrency 32. -Each concurrency level runs against a freshly started server, so no level inherits a prefix cache warmed by the one before it; oMLX also gets an empty cache directory each time, because its cache is on disk. Each engine runs at its own memory default: vllm-metal at `auto`, which resolves to the engine's `--gpu-memory-utilization` of 0.92; oMLX under its balanced memory guard; llama.cpp uncapped. The quickstart above deliberately recommends lower values so a Mac keeps headroom for other applications, and that costs throughput — on this model at concurrency 1, moving 0.5 to 0.7 to the default raises output from 3.9 to 4.4 to 4.7 tokens per second. +Each concurrency level runs against a freshly started server, so no level inherits a prefix cache warmed by the one before it; oMLX also gets an empty cache directory each time, because its cache is on disk. Its two arms differ only in which tier holds that cache. The SSD arm is oMLX's own default — disk-backed, memory tier off, the 100 GB cap being what its `auto` setting resolves to on a 1 TB machine. The RAM arm holds the cache in memory and writes nothing to disk, matching what llama.cpp and vllm-metal do. The fresh directory is the one departure from a stock install in either arm, and it is what makes the levels independent. Each engine runs at its own memory default: vllm-metal at `auto`, which resolves to the engine's `--gpu-memory-utilization` of 0.92; oMLX under its balanced memory guard; llama.cpp uncapped. The quickstart above deliberately recommends lower values so a Mac keeps headroom for other applications, and that costs throughput — on this model at concurrency 1, moving 0.5 to 0.7 to the default raises output from 3.9 to 4.4 to 4.7 tokens per second. Stats cover completed requests; an empty response counts as failed. The benchmark code and per-engine configurations live in the [SiliconBench repo](https://github.com/WindChimeRan/SiliconBench). All arms ran on vllm-metal `0.28.0.dev20260901062632` against vLLM 0.28.0, llama.cpp `0eadefeb`, and oMLX `dc312e6e`, with the serve commands from the quickstart. Every result file records the framework version that produced it. diff --git a/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg b/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg index 9387b7cc..9f4a87a1 100644 --- a/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg +++ b/assets/figures/2026-08-25-vllm-metal-v0-4-0/gemma-e4b.svg @@ -217,6 +217,12 @@ L 211.051807 105.877454 " clip-path="url(#p74f5b65bab)" style="fill: none; stroke: #eb6834; stroke-width: 2.2; stroke-linecap: square"/> + + + vllm-metal + MTP - oMLX (SSD offload) + oMLX (RAM cache) - llama.cpp + oMLX (SSD offload) + llama.cpp + + TTFT avg (s) · lower is better - + - + - + - + + + + + + + + @@ -316,112 +332,112 @@ z - + - + 1 - + - + 8 - + - + 16 - + concurrency - + - + - + 0 - + - + - + 10 - + - + - + 20 - + - + - + 30 - + - + - + 40 @@ -436,67 +452,83 @@ L 379.993633 96.643047 L 653.133381 299.8 " style="fill: none; stroke: #5a5a72; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - + - + - + - + + + + - - vllm-metal + MTP - - vllm-metal + vllm-metal + MTP - oMLX (SSD offload) + oMLX (RAM cache) - llama.cpp + vllm-metal + oMLX (SSD offload) + + + llama.cpp + + End-to-end latency avg (s) · lower is better - + - + - + - + + + + + + + + @@ -515,127 +547,127 @@ z - + - + 1 - + - + 8 - + - + 16 - + concurrency - + - + - + 30 - + - + - + 40 - + - + - + 50 - + - + - + 60 - + - + - + 70 - + - + - + 80 @@ -650,67 +682,83 @@ L 721.273633 96.643047 L 994.413381 299.8 " style="fill: none; stroke: #5a5a72; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - + - + - + - + + + + - + llama.cpp - + oMLX (SSD offload) - - vllm-metal + + oMLX (RAM cache) - + + vllm-metal + + vllm-metal + MTP - + Output token throughput (tok/s) · higher is better - + - + - + - + + + + + + + + @@ -718,17 +766,17 @@ L 893.611807 216.381236 - + SiliconBench agent split · Gemma 4 E4B 4-bit · 100 requests · Apple M5 Pro 64 GB - + Dashed lines are modes: oMLX's SSD KV offload (its default) and vllm-metal with the Gemma 4 MTP drafter. llama.cpp runs its default --parallel 4; at c=16 it serves four streams while twelve wait. - - + - + - - vllm-metal + + vllm-metal - - + - + - - vllm-metal + MTP + + vllm-metal + MTP - - + - + - - llama.cpp + + llama.cpp - - + + - + - - oMLX (SSD offload) + + oMLX (RAM cache) + + + + + + + + + oMLX (SSD offload) diff --git a/assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg b/assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg index 2092baaa..f7e84e3a 100644 --- a/assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg +++ b/assets/figures/2026-08-25-vllm-metal-v0-4-0/moe-35b-a3b.svg @@ -1,7 +1,7 @@ - + @@ -20,19 +20,19 @@ - - @@ -45,43 +45,43 @@ L 0 3.5 " style="stroke: #1a1a2e; stroke-width: 0.8"/> - + - 1 + 1 - + - 2 + 2 - + - 4 + 4 - concurrency + concurrency - + @@ -90,139 +90,148 @@ L -3.5 0 " style="stroke: #1a1a2e; stroke-width: 0.8"/> - + - 2 + 2 - + - + - 3 + 3 - + - + - 4 + 4 - + - + - 5 + 5 - + - + - 6 + 6 - + - + - 7 + 7 - - - + - + - + - + + + + - vllm-metal + vllm-metal - llama.cpp + llama.cpp - oMLX + mlx_lm (38/100) - oMLX (SSD offload) + oMLX (RAM cache) - TTFT avg (s) · lower is better + oMLX (SSD offload) - + + TTFT avg (s) · lower is better + + - - - - + + + + - + - - - - + + + + - + - - - - + + + + - - - - - + + + + + + + + + + + + + + + - - + - + - - 1 + + 1 - + - + - - 2 + + 2 - + - + - - 4 + + 4 - - concurrency + + concurrency - - - - - - - - - - 2 - - - - + - + - 4 + 2 - + - + - + - 6 + 4 - + - + - + - 8 + 6 - + - + - + - 10 + 8 - + - + - + - 12 + 10 + + + + + + + + + + + + + 12 + + + + + + + + + + + + + 14 + + + + + + + + + + + + + 16 - - - - + + - - + + + + + + + + + + + - - + + vllm-metal - - + + oMLX (RAM cache) - - vllm-metal + + oMLX (SSD offload) - - oMLX + + llama.cpp - - oMLX (SSD offload) + + mlx_lm (38/100) - - llama.cpp + + End-to-end latency avg (s) · lower is better - - End-to-end latency avg (s) · lower is better + + + + + + - - - - - + + + + + - - - - - + + + + + - - - - - + + + + + - - - - - + + + + + - - + - + - - 1 + + 1 - + - + - - 2 + + 2 - + - + - - 4 + + 4 - - concurrency + + concurrency - - - - - - - - - - - 22 - - - - - - - - - - - - - 24 - - - - + + - + - + - - 26 + + 20.0 - - + + - + - + - - 28 + + 22.5 - - + + - + - + - - 30 + + 25.0 - - + + - + - + - - 32 + + 27.5 - - + + - + - + - - 34 + + 30.0 - - + + - + - + - - 36 + + 32.5 + + + + + + + + + + + + + 35.0 - - - - - - - - - - + + - - + + - - llama.cpp + + - - oMLX (SSD offload) + + - - oMLX + + - vllm-metal + mlx_lm (38/100) - Output token throughput (tok/s) · higher is better + llama.cpp - - - - - + + oMLX (SSD offload) + + + oMLX (RAM cache) + + + vllm-metal + + + Output token throughput (tok/s) · higher is better + + + + + + - - - - - + + + + + - - - - - + + + + + - - - - - + + + + + + + + + + + + - - SiliconBench agent split · Qwen3.6-35B-A3B 4-bit · 100 requests · Apple M5 Pro 64 GB + + SiliconBench agent split · Qwen3.6-35B-A3B 4-bit · 100 requests · Apple M5 Pro 64 GB - - A mixture-of-experts model: 35B total parameters, 3B active per token, with experts holding 93% of the checkpoint's text weight. Both oMLX modes are shown; they overlap. + + A mixture-of-experts model: 35B total parameters, 3B active per token, with experts holding 93% of the checkpoint's text weight. 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b/assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.svg @@ -226,9 +226,9 @@ L 200.293889 239.01544 " clip-path="url(#p7c4bea0122)" style="fill: none; stroke: #eb6834; stroke-width: 2.2; stroke-linecap: square"/> - @@ -244,10 +244,10 @@ L 200.293889 113.708231 llama.cpp - oMLX + oMLX (RAM cache) - oMLX (SSD offload) + oMLX (SSD offload) TTFT avg (s) · lower is better @@ -307,9 +307,9 @@ z " style="stroke: #1baf7a"/> - - - + + + @@ -367,92 +367,77 @@ z - - + - 10 + 10 - - + - 20 + 20 - - + - 30 + 30 - - + - 40 + 40 - - + - 50 - - - - - - - - - - - - - 60 + 50 @@ -466,71 +451,71 @@ L 371.95 96.643047 L 642.689748 299.8 " style="fill: none; stroke: #5a5a72; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - - + - - + - - + - - + + + vllm-metal + - vllm-metal + oMLX (RAM cache) - oMLX + oMLX (SSD offload) - oMLX (SSD offload) + llama.cpp - llama.cpp - - End-to-end latency avg (s) · lower is better - + - - - + + + - + - - - + + + - + - - - + + + - + - - - + + + @@ -545,142 +530,142 @@ z - + - + 1 - + - + 2 - + - + 4 - + concurrency - - + + - + - + 4.0 - - + + - + - + 4.5 - - + + - + - + 5.0 - - + + - + - + 5.5 - - + + - + - + 6.0 - - + + - + - + 6.5 - - + + - + - + 7.0 @@ -695,67 +680,67 @@ L 714.43 96.643047 L 985.169748 299.8 " style="fill: none; stroke: #5a5a72; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/> - + - + - - + - + - + llama.cpp - + oMLX (SSD offload) - - oMLX + + oMLX (RAM cache) - + vllm-metal - + Output token throughput (tok/s) · higher is better - + - + - + - - - + + + - + @@ -763,17 +748,17 @@ L 885.253889 249.782723 - + SiliconBench agent split · Qwen3.8-27B 4-bit · 100 requests · Apple M5 Pro 64 GB - + oMLX SSD offload spills KV cache to disk without eviction. The split averages 4.6K input and 70 output tokens per request. - - + - + - - vllm-metal + + vllm-metal - - + - + - - llama.cpp + + llama.cpp - - + - + - - oMLX + + oMLX (RAM cache) - - + - + - - oMLX (SSD offload) + + oMLX (SSD offload) From 06b1b7819a50b538883116f7f77839d57ec965c3 Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Thu, 3 Sep 2026 20:36:57 -0500 Subject: [PATCH 10/16] Fix three claims the re-measured oMLX arms left behind The reproduction block still described one oMLX arm by the flags of the old no-cache run and referred to a "bounded-memory arm" that no longer exists. It now documents both arms as they were actually served: the SSD arm, which is oMLX's default apart from the fresh cache directory, and the RAM arm, which adds OMLX_HOT_CACHE_ONLY and a hot-cache size so the prefix cache stays in memory and the directory stays empty. "Single-stream, oMLX is ahead" was true of the arm the post used to draw and is still true of the SSD arm, but not of the RAM arm, which trails vllm-metal at concurrency 1. Attributed to the arm it describes. "The only engine whose output throughput rises with concurrency" was written when the alternatives were flat or falling. The RAM arm ends above where it starts, as does llama.cpp, so the distinction is now that vllm-metal is the only one rising at every step: 5.8 to 6.8 to 7.3 tok/s. Checked against all five arms in that tree. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index 671580bf..e642df31 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -111,9 +111,9 @@ We measured the agent split with SiliconBench, our benchmark suite for LLM infer ![SiliconBench agent split on Qwen3.8-27B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, and oMLX with its prefix cache in memory and on SSD](/assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.svg) -- Single-stream, oMLX is ahead: 7.0 s to first token against vllm-metal's 7.3 s, and slightly better on latency and throughput too. The ordering inverts as soon as requests overlap, which is the case this scheduler is built for. +- Single-stream, oMLX with SSD offload is ahead: 7.0 s to first token against vllm-metal's 7.3 s, and slightly better on latency and throughput too. The ordering inverts as soon as requests overlap, which is the case this scheduler is built for. - vllm-metal holds the flattest TTFT curve, rising only from 7.3 s to 9.3 s across a fourfold increase in concurrency. llama.cpp goes 11.4 s to 15.7 s; oMLX climbs to 32.9 s with its cache in memory and 38.9 s with SSD offload. End-to-end latency orders the same way: 36.1 s for vllm-metal at concurrency 4 against 56.9 s for llama.cpp, 46.4 s for oMLX in memory and 52.5 s with offload. -- vllm-metal is the only engine whose output throughput rises with concurrency, from 5.8 to 7.3 tokens per second. The others are flat or fall, which is what a scheduler that cannot overlap prefill with decode looks like under load. +- vllm-metal is the only engine whose output throughput rises at every step, 5.8 to 6.8 to 7.3 tokens per second. The others end within a few percent of where they started or fall outright, which is what a scheduler that cannot overlap prefill with decode looks like under load. - Where oMLX keeps its prefix cache matters more than whether it has one. Holding it in memory instead of on SSD is worth 14% output throughput at concurrency 4 (5.47 against 4.80 tok/s) and six seconds of TTFT (32.9 s against 38.9 s). Both arms see the same reuse — each concurrency level starts from an empty cache either way — so the difference is the cost of serving a hit, not the number of hits. ### Gemma 4 E4B @@ -207,7 +207,8 @@ Stats cover completed requests; an empty response counts as failed. The benchmar - **llama.cpp:** `-ngl 99 --parallel 4 -c 49152`. The context is divided across slots, giving 12,288 tokens per slot; the agent split's longest prompt is 8.7K tokens. - **vllm-metal (27B):** `VLLM_METAL_MEMORY_FRACTION=0.7`, `--max-model-len 16384`, and prefix caching enabled. At the default fraction of `0.5`, preemption began at concurrency 4. -- **oMLX:** `--paged-ssd-cache-dir ` and `--hot-cache-max-size 0`, with a restart and fresh directory before each concurrency level. The bounded-memory arm rejected 37 of 100 requests at concurrency 4. +- **oMLX (SSD offload):** `--paged-ssd-cache-dir ` and `--hot-cache-max-size 0`, with a restart and fresh directory before each concurrency level. This is oMLX's own default apart from the directory, which has to be fresh so no level inherits the previous one's cache. +- **oMLX (RAM cache):** the same, plus `OMLX_HOT_CACHE_ONLY=true` and `--hot-cache-max-size 8GB`, which keeps the prefix cache in memory and writes nothing to disk. The cache directory is still required — oMLX builds no cache without one — but stays empty. - **vllm-metal MTP:** `--no-async-scheduling` with `"num_speculative_tokens":1`.

From 66c48f602c3bc1e772f0c1827527375daf173f45 Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Thu, 3 Sep 2026 21:35:52 -0500 Subject: [PATCH 11/16] Name the two oMLX arms up front, and give the real serve commands The bullets used "in memory" and "with SSD offload" as shorthand that was only defined further up, in a paragraph carrying other setup detail. A bullet now opens the list and says plainly what the two arms are, so the shorthand after it is anchored. The serving-configuration list becomes the commands actually used, and two of its entries were wrong for these runs: -c 49152 (12,288 per slot) -> -c 65536. Every 4-bit arm recorded LLAMACPP_CTX_SIZE=65536, so the slots hold 16,384 tokens, not 12,288. VLLM_METAL_MEMORY_FRACTION=0.7, "the default fraction of 0.5" -> removed. Every vllm-metal arm in these trees recorded FRACTION=auto, and auto has been the default since the 0.5 pin was dropped. The appendix already said this correctly one paragraph earlier, so the post contradicted itself. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 32 +++++++++++++++++++++---- 1 file changed, 27 insertions(+), 5 deletions(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index e642df31..cee31424 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -111,6 +111,7 @@ We measured the agent split with SiliconBench, our benchmark suite for LLM infer ![SiliconBench agent split on Qwen3.8-27B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, and oMLX with its prefix cache in memory and on SSD](/assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.svg) +- The two oMLX lines are one engine with its prefix cache in two different places. **SSD offload** is oMLX's own default: reusable KV blocks go to disk, and its in-memory tier ships switched off. **RAM cache** keeps those blocks in memory and writes nothing to disk — what llama.cpp and vllm-metal already do. Neither carries anything from one concurrency level to the next. - Single-stream, oMLX with SSD offload is ahead: 7.0 s to first token against vllm-metal's 7.3 s, and slightly better on latency and throughput too. The ordering inverts as soon as requests overlap, which is the case this scheduler is built for. - vllm-metal holds the flattest TTFT curve, rising only from 7.3 s to 9.3 s across a fourfold increase in concurrency. llama.cpp goes 11.4 s to 15.7 s; oMLX climbs to 32.9 s with its cache in memory and 38.9 s with SSD offload. End-to-end latency orders the same way: 36.1 s for vllm-metal at concurrency 4 against 56.9 s for llama.cpp, 46.4 s for oMLX in memory and 52.5 s with offload. - vllm-metal is the only engine whose output throughput rises at every step, 5.8 to 6.8 to 7.3 tokens per second. The others end within a few percent of where they started or fall outright, which is what a scheduler that cannot overlap prefill with decode looks like under load. @@ -205,11 +206,32 @@ Stats cover completed requests; an empty response counts as failed. The benchmar
Serving configurations -- **llama.cpp:** `-ngl 99 --parallel 4 -c 49152`. The context is divided across slots, giving 12,288 tokens per slot; the agent split's longest prompt is 8.7K tokens. -- **vllm-metal (27B):** `VLLM_METAL_MEMORY_FRACTION=0.7`, `--max-model-len 16384`, and prefix caching enabled. At the default fraction of `0.5`, preemption began at concurrency 4. -- **oMLX (SSD offload):** `--paged-ssd-cache-dir ` and `--hot-cache-max-size 0`, with a restart and fresh directory before each concurrency level. This is oMLX's own default apart from the directory, which has to be fresh so no level inherits the previous one's cache. -- **oMLX (RAM cache):** the same, plus `OMLX_HOT_CACHE_ONLY=true` and `--hot-cache-max-size 8GB`, which keeps the prefix cache in memory and writes nothing to disk. The cache directory is still required — oMLX builds no cache without one — but stays empty. -- **vllm-metal MTP:** `--no-async-scheduling` with `"num_speculative_tokens":1`. +```bash +# llama.cpp +llama-server -m .gguf --host 0.0.0.0 --port 8001 \ + -ngl 99 --parallel 4 -c 65536 + +# vllm-metal +vllm serve --host 0.0.0.0 --port 8004 \ + --enable-prefix-caching --max-model-len 16384 + +# vllm-metal + MTP (Gemma only) +vllm serve --host 0.0.0.0 --port 8004 \ + --enable-prefix-caching --max-model-len 16384 --no-async-scheduling \ + --speculative-config '{"method":"mtp","model":"mlx-community/gemma-4-E4B-it-assistant-bf16","num_speculative_tokens":1}' + +# oMLX, SSD offload — its own default apart from the fresh directory +omlx serve --model-dir --host 0.0.0.0 --port 8005 \ + --paged-ssd-cache-dir --paged-ssd-cache-max-size 100GB \ + --hot-cache-max-size 0 + +# oMLX, RAM cache — same, but the cache stays in memory +OMLX_HOT_CACHE_ONLY=true omlx serve --model-dir --host 0.0.0.0 --port 8005 \ + --paged-ssd-cache-dir --paged-ssd-cache-max-size 100GB \ + --hot-cache-max-size 8GB +``` + +llama.cpp's context is divided across slots, giving 16,384 tokens per slot; the agent split's longest prompt is 8.7K tokens. vllm-metal runs at its default memory fraction of `auto`, which resolves to a `--gpu-memory-utilization` of 0.92. oMLX's cache directory must exist even in RAM mode — it builds no cache without one — but stays empty, and both oMLX arms get a fresh one before every concurrency level.
From 494eb467b899faf1995d65c6debe090a407c329d Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Thu, 3 Sep 2026 21:39:48 -0500 Subject: [PATCH 12/16] Correct the MLX checkpoint's weight footprint MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The post put mlx-community/Qwen3.8-27B-4bit at 14.1 GiB of text weights against llama.cpp's 15.3 GiB UD-Q4_K_M. Measured on disk, the checkpoint's safetensors total 15.0 GiB. The disclosure still holds — the footprints are not matched — but the gap is 2%, not 8%. Everything else numeric in the sections these re-measurements touched was checked against the result files and left alone: the MTP delta table (all nine values within rounding), the M1-to-M5 table's M5 Pro column, Gemma's 32.4 s and 2.3 s TTFT at concurrency 16, and the agent split's 100 requests averaging 4.6K input tokens. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index cee31424..89cc69fa 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -107,7 +107,7 @@ Coding agents create concurrency by fanning out tool calls. Each call carries a ### Qwen3.8-27B -We measured the agent split with SiliconBench, our benchmark suite for LLM inference engines on Apple Silicon. The workload contains 100 requests averaging 4.6K input and 70 output tokens, run closed loop at concurrency 1, 2, and 4 against Qwen3.8-27B in 4-bit on a 64 GB M5 Pro. Each engine runs the 4-bit build its own users would install, so weight footprints are not matched across engines: the MLX conversion carries 14.1 GiB of text weights against llama.cpp's 15.3 GiB `UD-Q4_K_M`. Every concurrency level is an independent measurement: each one gets a fresh server, and oMLX additionally gets an empty cache directory, because its prefix cache lives on disk and outlives the process. oMLX appears twice because it is the only engine here whose prefix cache can live on disk: it spills KV cache to SSD without eviction, and ships with its in-memory tier switched off. We report it both that way and with the cache held in memory instead, which is what every other engine in the figure does. +We measured the agent split with SiliconBench, our benchmark suite for LLM inference engines on Apple Silicon. The workload contains 100 requests averaging 4.6K input and 70 output tokens, run closed loop at concurrency 1, 2, and 4 against Qwen3.8-27B in 4-bit on a 64 GB M5 Pro. Each engine runs the 4-bit build its own users would install, so weight footprints are not matched across engines: the MLX conversion carries 15.0 GiB of text weights against llama.cpp's 15.3 GiB `UD-Q4_K_M`. Every concurrency level is an independent measurement: each one gets a fresh server, and oMLX additionally gets an empty cache directory, because its prefix cache lives on disk and outlives the process. oMLX appears twice because it is the only engine here whose prefix cache can live on disk: it spills KV cache to SSD without eviction, and ships with its in-memory tier switched off. We report it both that way and with the cache held in memory instead, which is what every other engine in the figure does. ![SiliconBench agent split on Qwen3.8-27B: TTFT, end-to-end request latency, and output token throughput versus concurrency for llama.cpp, vllm-metal, and oMLX with its prefix cache in memory and on SSD](/assets/figures/2026-08-25-vllm-metal-v0-4-0/siliconbench-27b.svg) From 2c84f8aa62170e39734c1b483b9bc69aa324e5c6 Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Thu, 3 Sep 2026 21:44:08 -0500 Subject: [PATCH 13/16] Say which model the llama.cpp slot sensitivity was measured on MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The 16-slot sensitivity table justifies the --parallel 4 setting used in the Gemma figure, but the figure is the 4-bit model and the table is not: its --parallel 4 column matches the BF16 trees exactly — chat 22.4/77.0/81.5 and agent 18.3/44.2/40.2 tok/s in results/Gemma-4-E4B-it/m5pro/. Naming the model so a reader is not left to assume the two share a checkpoint. Also checked and left alone, both correct as written: the MoE's experts hold 92.9% of the checkpoint's text weight (93.2% counting the shared expert) against the stated 93%, computed from the safetensors headers with the vision tower excluded, which is what "text weight" is doing in that sentence; and the six NAX percentages, which match PR_nax_prefill_draft.md in the vllm-metal repo to the rounding shown. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index 89cc69fa..709a68d8 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -238,7 +238,7 @@ llama.cpp's context is divided across slots, giving 16,384 tokens per slot; the
llama.cpp server-slot sensitivity -The main figures use llama.cpp's default four server slots. A 16-slot sensitivity run improves output throughput at concurrency 16 but regresses at concurrency 8: +The main figures use llama.cpp's default four server slots. A 16-slot sensitivity run on Gemma 4 E4B in BF16 improves output throughput at concurrency 16 but regresses at concurrency 8: | Split | Concurrency | `--parallel 4` | `--parallel 16` | Change | |---|---:|---:|---:|---:| From b53c49ff4044e6aed03bad49d034ee304e39090f Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Thu, 3 Sep 2026 21:48:09 -0500 Subject: [PATCH 14/16] Back the MTP draft-depth numbers with measurements that exist MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The post gave 73.0, 73.7 and 72.6 tok/s at concurrency 8 for draft depths 1, 2 and 3. No result file in the repo held any of those: the depth-2 and depth-3 servers started on 2026-09-01, per their serve logs, but no benchmark JSON was ever written for either, and the depth-1 arm that is plotted reads 72.9, not 73.0. Re-measured depths 2 and 3 at concurrency 8 with the per-level protocol, on the same build as the depth-1 arm in the Gemma figure. Depths 1, 2, 3 now read 72.9, 74.7 and 73.5 tok/s. The claim is unchanged — throughput is flat across depth, spread 2.5%, and the extra accepted tokens still cancel the extra draft compute — but every number now comes from a file. The acceptance rates in the same sentence (71%, 62%, 52%) are left as they stand. They are not recorded in the result files or the serve logs, and they describe the drafter rather than anything these re-measurements changed. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index 709a68d8..963af0d5 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -149,7 +149,7 @@ In vllm-metal, MTP drafting and verification stay inside the continuous-batching MTP pays most single-stream, adding a fifth to output throughput at concurrency 1, and still returns 9% at concurrency 16. At concurrency 8 the drafter's cost exactly cancels the accepted tokens. The tradeoff is TTFT, which rises 20% at the top of the sweep. Drafting one token per step, the target model accepts 71% of drafts. -Draft depth does not extend the win. Running the drafter recurrently for more steps lowers acceptance — 71% at one draft token, 62% at two, 52% at three — but output throughput at concurrency 8 is flat across depth at 73.0, 73.7, and 72.6 tokens per second. The extra accepted tokens and the extra draft compute cancel. One draft token is the setting we recommend today, because it is the simplest and nothing deeper buys anything. Today the Metal MTP path is limited to Gemma 4 and requires `--no-async-scheduling`; the quickstart above includes both. MTP is opt-in through `--speculative-config`, so prefill-dominated deployments leave it off. +Draft depth does not extend the win. Running the drafter recurrently for more steps lowers acceptance — 71% at one draft token, 62% at two, 52% at three — but output throughput at concurrency 8 is flat across depth at 72.9, 74.7, and 73.5 tokens per second. The extra accepted tokens and the extra draft compute cancel. One draft token is the setting we recommend today, because it is the simplest and nothing deeper buys anything. Today the Metal MTP path is limited to Gemma 4 and requires `--no-async-scheduling`; the quickstart above includes both. MTP is opt-in through `--speculative-config`, so prefill-dominated deployments leave it off. ## Other v0.28.0 additions From 3159304110c9e565a85742a5e318625c6f1a99f1 Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Fri, 4 Sep 2026 00:24:27 -0500 Subject: [PATCH 15/16] Measure what padding costs, and correct oMLX's row The section claimed a 30,000 + 5,000 + 10 batch sends 90,000 rows through the model against 35,010 packed. The arithmetic is right about one padded forward, but it is not what a server does with that mix: a prompt long enough to make padding expensive holds the model thread for its whole prefill and finishes before anything else is admitted. Four send orders against mlx_lm never produced the padded batch. Replaced with a measurement that isolates the cost. Two batches of three requests carry the same total work, about 5,950 prompt tokens; only the longest prompt changes, so padded rows go 5,973 -> 11,970 while real rows stay flat. mlx_lm slows by 72% and nothing else moves: vllm-metal +5%, llama.cpp 0%, oMLX -10%. Solving mlx_lm's two numbers gives prefill 2.40 s and decode 0.92 s, so the prefill doubles exactly as B x max_length predicts and the decode does not, which is why wall time moves 72% rather than 100%. TTFT spread confirms the batches formed: 0.03 s or less for mlx_lm in both, over 1.5 s for oMLX. oMLX was listed as a padding engine with `[B, T_max]` queries. It borrows mlx_lm's BatchGenerator but constructs it with `prefill_batch_size=1` (scheduler.py), so it never pads a prefill, only batches decode. Its row now says so, and the column is renamed from "Encoding" to "Prefill batching", which is what it was describing. The stack count in the lead-in was wrong at three and is now four. The figure is redrawn to the same shape as the table, 4,000 + 1,000 + 1,000, and its layout offsets now scale with the axis instead of being tuned for 30,000, which made the labels collide at the smaller size. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 32 +++++-- .../kv-layout.svg | 92 +++++++++---------- 2 files changed, 68 insertions(+), 56 deletions(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index 963af0d5..6c490a6f 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -82,22 +82,32 @@ vllm-metal preserves vLLM V1's unified model step for chunked prefill and decode KV is separate: mlx_lm keeps a contiguous `[B, H, T, D]` cache, while vllm-metal stores KV in fixed-size pages addressed by per-request block tables. Admitted requests can grow without reshaping a padded cache. -Only vllm-metal pairs a packed query axis with paged KV storage among the Apple Silicon serving stacks we audited: +The Apple Silicon stacks we audited take four different routes: -| Engine | Encoding | Query axes | KV | Batch Spec Decoding | +| Engine | Prefill batching | Query axes | KV | Batch Spec Decoding | |---|---|---|---|---| -| mlx_lm | padding | `[B, T_max]` | contiguous | No | -| oMLX | padding | `[B, T_max]` | contiguous | No | -| llama.cpp | mask | `[total_q]` | fixed cells | Yes | -| vllm-metal | `cu_seqlens` | `[total_q]` | paged | Yes | +| mlx_lm | padded, up to 8 prompts | `[B, T_max]` | contiguous | No | +| oMLX | one prompt at a time | `[1, T]` | contiguous | No | +| llama.cpp | mask over slots | `[total_q]` | fixed cells | Yes | +| vllm-metal | packed, `cu_seqlens` | `[total_q]` | paged | Yes | -![A padded rectangle versus vllm-metal's packed varlen step for a 30,000 + 5,000 + 10 token batch, with KV read from paged storage](/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg) +oMLX borrows mlx_lm's batch generator but constructs it with `prefill_batch_size=1`, so it batches decode and never pads a prefill. -The first payoff is eliminating padded computation. In the figure's 30,000 + 5,000 + 10-token step, padding sends 90,000 token rows through the model; packing sends 35,010. Because the packed axis runs through the whole forward pass, those extra rows disappear from attention, MLP, and MoE. +![A padded rectangle versus vllm-metal's packed varlen step for a 4,000 + 1,000 + 1,000 token batch, with KV read from paged storage](/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg) -Padding also spends memory according to the longest sequence in the batch. A concurrent mix that fits comfortably on a large machine can push a smaller one into macOS memory compression and slow down without an explicit error. Sizing one paged pool up front removes that failure mode. +Padding is free when prompts are the same length and expensive when they are not. To measure only that, we ran two batches of three requests carrying the same total work, about 5,950 prompt tokens and 20 output tokens each, changing nothing but the longest prompt: -The second payoff is keeping ragged work in one batch. In a speculative step, one request may contribute a single decode token, another its last token plus a request-specific number of drafts, and another a prefill chunk. A `[B, H, T_max, D]` query tensor must either pad those rows to a common width or split them across forwards. vllm-metal instead concatenates the windows as `[total_q, H, D]` and verifies them in one target-model forward. +| Batch | Prompts | Rows through the model | mlx_lm | oMLX | llama.cpp | vllm-metal | +|---|---|---:|---:|---:|---:|---:| +| A | 2,000 × 3 | 5,973 | 3.32 s | 6.32 s | 4.67 s | 3.49 s | +| B | 4,000 + 1,000 + 1,000 | 11,970 | 5.72 s | 5.69 s | 4.68 s | 3.65 s | +| | | **change** | **+72%** | −10% | 0% | +5% | + +Only mlx_lm moves, and by what the shape predicts: its prefill doubles while its decode stays fixed. On batch A it is the fastest engine in the table, because with equal lengths padding costs nothing and batching is pure gain. The same mechanism makes it the slowest on batch B. oMLX is flat because it never batches a prefill, and pays for that by being slowest when lengths do match. + +A padded batch ties throughput to the shape of the traffic. Packing breaks that link. On the agent split, prompt lengths span 305 to 10,076 tokens, and a server does not get to choose them. Padding sizes memory the same way, by the longest sequence in the batch, while a paged pool is sized once at startup. + +Packing also keeps ragged work in one batch. In a speculative step, one request may contribute a single decode token, another its last token plus a request-specific number of drafts, and another a prefill chunk. A `[B, H, T_max, D]` query tensor must either pad those rows to a common width or split them across forwards. vllm-metal instead concatenates the windows as `[total_q, H, D]` and verifies them in one target-model forward. The Metal kernel ports vLLM's unified Triton kernel, described in [*The Anatomy of a Triton Attention Kernel*](https://arxiv.org/abs/2511.11581), to Apple GPUs, down to the binary search each threadgroup runs over `cu_seqlens` to find which request owns its query token. @@ -201,6 +211,8 @@ The cross-engine serving benchmarks use the SiliconBench agent split: 100 prompt Each concurrency level runs against a freshly started server, so no level inherits a prefix cache warmed by the one before it; oMLX also gets an empty cache directory each time, because its cache is on disk. Its two arms differ only in which tier holds that cache. The SSD arm is oMLX's own default — disk-backed, memory tier off, the 100 GB cap being what its `auto` setting resolves to on a 1 TB machine. The RAM arm holds the cache in memory and writes nothing to disk, matching what llama.cpp and vllm-metal do. The fresh directory is the one departure from a stock install in either arm, and it is what makes the levels independent. Each engine runs at its own memory default: vllm-metal at `auto`, which resolves to the engine's `--gpu-memory-utilization` of 0.92; oMLX under its balanced memory guard; llama.cpp uncapped. The quickstart above deliberately recommends lower values so a Mac keeps headroom for other applications, and that costs throughput — on this model at concurrency 1, moving 0.5 to 0.7 to the default raises output from 3.9 to 4.4 to 4.7 tokens per second. +The padding A/B in "Packed queries and paged KV" is a separate, smaller measurement: three requests sent at once to a freshly started server, 20 output tokens each, one run per cell. Batch A and batch B carry the same total prompt tokens, so the only variable is the longest prompt. TTFT spread across the three requests confirms whether an engine actually placed them in one batch: mlx_lm's spread is 0.03 s or less in both batches, oMLX's is over 1.5 s. + Stats cover completed requests; an empty response counts as failed. The benchmark code and per-engine configurations live in the [SiliconBench repo](https://github.com/WindChimeRan/SiliconBench). All arms ran on vllm-metal `0.28.0.dev20260901062632` against vLLM 0.28.0, llama.cpp `0eadefeb`, and oMLX `dc312e6e`, with the serve commands from the quickstart. Every result file records the framework version that produced it.
diff --git a/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg b/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg index 772dbac3..cca5e7b7 100644 --- a/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg +++ b/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg @@ -34,60 +34,60 @@ L 560.194375 67.361662 L 560.194375 39.523859 L 87.694375 39.523859 z -" clip-path="url(#p7140ec1ba4)" style="fill: #2a78d6; stroke: #ffffff; stroke-width: 1.5; stroke-linejoin: miter"/> +" clip-path="url(#p23c99cb9f0)" style="fill: #2a78d6; stroke: #ffffff; stroke-width: 1.5; stroke-linejoin: miter"/> +" clip-path="url(#p23c99cb9f0)" style="fill: #d3d5dc; stroke: #ffffff; stroke-width: 1.5; stroke-linejoin: miter"/> - +" clip-path="url(#p23c99cb9f0)" style="fill: #eb6834; stroke: #ffffff; stroke-width: 1.5; stroke-linejoin: miter"/> +" clip-path="url(#p23c99cb9f0)" style="fill: #d3d5dc; stroke: #ffffff; stroke-width: 1.5; stroke-linejoin: miter"/> - +" clip-path="url(#p23c99cb9f0)" style="fill: #1baf7a; stroke: #ffffff; stroke-width: 1.5; stroke-linejoin: miter"/> seq 1 - 30,000 + 4,000 seq 2 - 5,000 + 1,000 seq 3 - 10 + 1,000 - allocated and computed: 3 × 30,000 = 90,000 slots · 61% padding + allocated and computed: 3 × 4,000 = 12,000 rows · 50% padding Padded rectangle [B, H, T, D] · every sequence padded to the longest @@ -96,47 +96,47 @@ z +" clip-path="url(#p2cc804d8c7)" style="fill: #2a78d6; stroke: #ffffff; stroke-width: 1.5; stroke-linejoin: miter"/> - +" clip-path="url(#p2cc804d8c7)" style="fill: #eb6834; stroke: #ffffff; stroke-width: 1.5; stroke-linejoin: miter"/> - +" clip-path="url(#p2cc804d8c7)" style="fill: #1baf7a; stroke: #ffffff; stroke-width: 1.5; stroke-linejoin: miter"/> +" clip-path="url(#p2cc804d8c7)" style="fill: none; stroke: #1a1a2e; stroke-width: 1.2; stroke-linecap: square"/> - + - + - + step @@ -145,16 +145,16 @@ L 574.234414 264.965916 0 - 30,000 + 4,000 - 35,000 + 5,000 - 35,010 + 6,000 - scheduled: 30,000 + 5,000 + 10 = 35,010 tokens · every layer computes only real tokens + scheduled: 4,000 + 1,000 + 1,000 = 6,000 tokens · every layer computes only real tokens KV per segment is read from paged storage [num_blocks, block_size, H, D] through its block table @@ -165,10 +165,10 @@ L 574.234414 264.965916 - + - + From 8be4b9804df33aa1f54a56d1027bc6add312bfdb Mon Sep 17 00:00:00 2001 From: Ranran Haoran Zhang Date: Fri, 4 Sep 2026 01:20:46 -0500 Subject: [PATCH 16/16] Widen the padding measurement to eight requests, and add lily MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Three requests understated the cost. mlx_lm pads to `B x max_length` with a prefill batch width of 8, so a 3-wide batch is well short of what the engine will actually form. Re-ran the same A/B at eight requests, which is exactly that width: same ~5,980 prompt tokens either way, padded rows 5,992 against 23,856. mlx_lm slows by 143%, up from 72% at three requests, so the cost tracks batch width as the shape predicts. Its two numbers give 2.16 s of prefill and 2.36 s of decode; batch B pads the prefill fourfold and leaves decode alone. Everything else lands between -6% and +1%. Two runs per cell, median reported, fresh server each time so no cell inherits a warm prefix cache. TTFT spread separates the engines that batched from those that did not: 0.05 s for mlx_lm, 0.17 s for llama.cpp, 3.25 s for oMLX. Two results flipped at the wider batch and are now stated. vllm-metal is fastest in both batches and the only engine faster on B than on A; at three requests mlx_lm's padded batch beat it on the uniform set. And lily, fastest of all at three requests, drops behind vllm-metal at eight, because eight requests contain overlap it cannot take. lily is added as a column with a link to its repository, since it is new, and with its constraints stated: batch size 1, no concurrency, no streaming, and it loads only Qwen3.6-35B-A3B-4bit. It earns a place as the clean control — an engine that never batches is perfectly insensitive to the length distribution, 1.01x across the two batches. The figure is unchanged. It shows the mechanism with three sequences, which is clearer than eight, and no text ties its numbers to the table's. Signed-off-by: Ranran Haoran Zhang --- _posts/2026-08-25-vllm-metal-v0-28-0.md | 20 +++++++++++--------- 1 file changed, 11 insertions(+), 9 deletions(-) diff --git a/_posts/2026-08-25-vllm-metal-v0-28-0.md b/_posts/2026-08-25-vllm-metal-v0-28-0.md index 6c490a6f..a40e3054 100644 --- a/_posts/2026-08-25-vllm-metal-v0-28-0.md +++ b/_posts/2026-08-25-vllm-metal-v0-28-0.md @@ -95,17 +95,19 @@ oMLX borrows mlx_lm's batch generator but constructs it with `prefill_batch_size ![A padded rectangle versus vllm-metal's packed varlen step for a 4,000 + 1,000 + 1,000 token batch, with KV read from paged storage](/assets/figures/2026-08-25-vllm-metal-v0-4-0/kv-layout.svg) -Padding is free when prompts are the same length and expensive when they are not. To measure only that, we ran two batches of three requests carrying the same total work, about 5,950 prompt tokens and 20 output tokens each, changing nothing but the longest prompt: +Padding is free when prompts are the same length and expensive when they are not. To measure only that, we ran two batches of eight requests carrying the same total work, about 5,980 prompt tokens and 20 output tokens each, changing nothing but the longest prompt. Eight is mlx_lm's configured prefill batch width, so batch B is the widest padded step it will form: -| Batch | Prompts | Rows through the model | mlx_lm | oMLX | llama.cpp | vllm-metal | -|---|---|---:|---:|---:|---:|---:| -| A | 2,000 × 3 | 5,973 | 3.32 s | 6.32 s | 4.67 s | 3.49 s | -| B | 4,000 + 1,000 + 1,000 | 11,970 | 5.72 s | 5.69 s | 4.68 s | 3.65 s | -| | | **change** | **+72%** | −10% | 0% | +5% | +| Batch | Prompts | Rows through the model | mlx_lm | oMLX | lily | llama.cpp | vllm-metal | +|---|---|---:|---:|---:|---:|---:|---:| +| A | 750 × 8 | 5,992 | 4.52 s | 7.32 s | 4.26 s | 5.29 s | 3.87 s | +| B | 3,000 + 430 × 7 | 23,856 | 10.99 s | 7.22 s | 4.30 s | 5.33 s | 3.64 s | +| | | **change** | **+143%** | −1% | +1% | +1% | −6% | -Only mlx_lm moves, and by what the shape predicts: its prefill doubles while its decode stays fixed. On batch A it is the fastest engine in the table, because with equal lengths padding costs nothing and batching is pure gain. The same mechanism makes it the slowest on batch B. oMLX is flat because it never batches a prefill, and pays for that by being slowest when lengths do match. +Only mlx_lm moves, and by what the shape predicts. Solving its two numbers gives 2.16 s of prefill and 2.36 s of decode; batch B pads the prefill fourfold and leaves the decode alone, which is the 143%. At three requests the same measurement gives 72%, so the cost grows with batch width, as `B × max_length` says it must. -A padded batch ties throughput to the shape of the traffic. Packing breaks that link. On the agent split, prompt lengths span 305 to 10,076 tokens, and a server does not get to choose them. Padding sizes memory the same way, by the longest sequence in the batch, while a paged pool is sized once at startup. +oMLX, lily and llama.cpp are flat, and for different reasons. llama.cpp masks instead of padding. oMLX and lily never batch a prefill at all: oMLX constructs its batch generator with `prefill_batch_size=1`, and [lily](https://github.com/perplexityai/pplx-garden/tree/main/lily), Perplexity's Metal server for this one checkpoint, serves at batch size 1 with no concurrency at all. Neither pays a padding tax, and both pay for it elsewhere — oMLX is the slowest engine in both batches, and lily, which is fastest of all at three requests, drops behind vllm-metal at eight because it cannot overlap them. + +vllm-metal is fastest in both batches, and the only engine that is faster on B than on A. A padded batch ties throughput to the shape of the traffic; packing breaks that link. On the agent split, prompt lengths span 305 to 10,076 tokens, and a server does not get to choose them. Padding sizes memory the same way, by the longest sequence in the batch, while a paged pool is sized once at startup. Packing also keeps ragged work in one batch. In a speculative step, one request may contribute a single decode token, another its last token plus a request-specific number of drafts, and another a prefill chunk. A `[B, H, T_max, D]` query tensor must either pad those rows to a common width or split them across forwards. vllm-metal instead concatenates the windows as `[total_q, H, D]` and verifies them in one target-model forward. @@ -211,7 +213,7 @@ The cross-engine serving benchmarks use the SiliconBench agent split: 100 prompt Each concurrency level runs against a freshly started server, so no level inherits a prefix cache warmed by the one before it; oMLX also gets an empty cache directory each time, because its cache is on disk. Its two arms differ only in which tier holds that cache. The SSD arm is oMLX's own default — disk-backed, memory tier off, the 100 GB cap being what its `auto` setting resolves to on a 1 TB machine. The RAM arm holds the cache in memory and writes nothing to disk, matching what llama.cpp and vllm-metal do. The fresh directory is the one departure from a stock install in either arm, and it is what makes the levels independent. Each engine runs at its own memory default: vllm-metal at `auto`, which resolves to the engine's `--gpu-memory-utilization` of 0.92; oMLX under its balanced memory guard; llama.cpp uncapped. The quickstart above deliberately recommends lower values so a Mac keeps headroom for other applications, and that costs throughput — on this model at concurrency 1, moving 0.5 to 0.7 to the default raises output from 3.9 to 4.4 to 4.7 tokens per second. -The padding A/B in "Packed queries and paged KV" is a separate, smaller measurement: three requests sent at once to a freshly started server, 20 output tokens each, one run per cell. Batch A and batch B carry the same total prompt tokens, so the only variable is the longest prompt. TTFT spread across the three requests confirms whether an engine actually placed them in one batch: mlx_lm's spread is 0.03 s or less in both batches, oMLX's is over 1.5 s. +The padding A/B in "Packed queries and paged KV" is a separate, smaller measurement: eight requests sent at once to a freshly started server, 20 output tokens each, two runs per cell with the median reported. Batch A and batch B carry the same total prompt tokens, so the only variable is the longest prompt. TTFT spread across the eight requests shows whether an engine actually placed them in one batch: mlx_lm's is 0.05 s, llama.cpp's 0.17 s, oMLX's 3.25 s. lily is batch size 1 with no concurrency, so its eight requests are served one after another and timed as a serialized total; it also has no streaming, so it reports no TTFT, and it loads only this checkpoint. Stats cover completed requests; an empty response counts as failed. The benchmark code and per-engine configurations live in the [SiliconBench repo](https://github.com/WindChimeRan/SiliconBench). All arms ran on vllm-metal `0.28.0.dev20260901062632` against vLLM 0.28.0, llama.cpp `0eadefeb`, and oMLX `dc312e6e`, with the serve commands from the quickstart. Every result file records the framework version that produced it.