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feat(inference): Add streaming support imports for high-performance L…#1080

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sanjay-aravindh wants to merge 1 commit intodeepseek-ai:mainfrom
sanjay-aravindh:patch-2
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feat(inference): Add streaming support imports for high-performance L…#1080
sanjay-aravindh wants to merge 1 commit intodeepseek-ai:mainfrom
sanjay-aravindh:patch-2

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@sanjay-aravindh
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…LM inference engine

Addressing Issue #1078: LLM Inference Engine: High-Performance Streaming & Distributed Generation

Changes:

  • Added sys import for streaming output support
  • Added time import for real-time latency measurement
  • Foundation for implementing:
    • Real-time token streaming with simulated typing experience
    • Advanced nucleus sampling (Top-p)
    • Repetition penalty for preventing output loops
    • Distributed inference across multiple GPUs
    • Intelligent dtype detection (bfloat16/float16)
    • Full CLI control for generation parameters

…LM inference engine

Addressing Issue deepseek-ai#1078: LLM Inference Engine: High-Performance Streaming & Distributed Generation

Changes:
- Added sys import for streaming output support
- Added time import for real-time latency measurement
- Foundation for implementing:
  * Real-time token streaming with simulated typing experience
  * Advanced nucleus sampling (Top-p)
  * Repetition penalty for preventing output loops
  * Distributed inference across multiple GPUs
  * Intelligent dtype detection (bfloat16/float16)
  * Full CLI control for generation parameters
@esball1
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esball1 commented Jan 13, 2026

Awesome.

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2 participants