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[not for land] Gsm8k eval results #2347

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6ed0e44
Add GSM8K evaluation script and AWQ+FP8 results
rtj1 Feb 4, 2026
a883c17
Address review feedback: improve sed specificity and add path validation
rtj1 Feb 4, 2026
14bc4cc
Update examples/awq/gsm8k_eval.py
rtj1 Feb 5, 2026
680d8e7
Merge branch 'main' into add-gsm8k-eval-fp8
rtj1 Feb 6, 2026
ecc2a27
new results
HDCharles Feb 11, 2026
38c0d22
results
HDCharles Feb 11, 2026
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161 changes: 161 additions & 0 deletions ...ts/.__Meta-Llama-3-8B-Instruct-awq-asym-fp8-block/results_2026-02-10T17-13-14.667533.json
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Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,161 @@
{
"results": {
"gsm8k": {
"alias": "gsm8k",
"exact_match,strict-match": 0.7520849128127369,
"exact_match_stderr,strict-match": 0.011893980214826167,
"exact_match,flexible-extract": 0.7498104624715694,
"exact_match_stderr,flexible-extract": 0.011930334350873347
}
},
"group_subtasks": {
"gsm8k": []
},
"configs": {
"gsm8k": {
"task": "gsm8k",
"tag": [
"math_word_problems"
],
"dataset_path": "gsm8k",
"dataset_name": "main",
"training_split": "train",
"test_split": "test",
"fewshot_split": "train",
"doc_to_text": "Question: {{question}}\nAnswer:",
"doc_to_target": "{{answer}}",
"unsafe_code": false,
"description": "",
"target_delimiter": " ",
"fewshot_delimiter": "\n\n",
"num_fewshot": 5,
"metric_list": [
{
"metric": "exact_match",
"aggregation": "mean",
"higher_is_better": true,
"ignore_case": true,
"ignore_punctuation": false,
"regexes_to_ignore": [
",",
"\\$",
"(?s).*#### ",
"\\.$"
]
}
],
"output_type": "generate_until",
"generation_kwargs": {
"until": [
"Question:",
"</s>",
"<|im_end|>"
],
"do_sample": false,
"temperature": 0.0
},
"repeats": 1,
"filter_list": [
{
"name": "strict-match",
"filter": [
{
"function": "regex",
"regex_pattern": "#### (\\-?[0-9\\.\\,]+)"
},
{
"function": "take_first"
}
]
},
{
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"dtype": "auto"
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}
},
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},
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"limit": null,
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"random_seed": 0,
"numpy_seed": 1234,
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},
"git_hash": "680d8e73",
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"transformers_version": "4.57.3",
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"model_name": "./Meta-Llama-3-8B-Instruct-awq-asym-fp8-block",
"model_name_sanitized": ".__Meta-Llama-3-8B-Instruct-awq-asym-fp8-block",
"system_instruction": null,
"system_instruction_sha": null,
"fewshot_as_multiturn": false,
"chat_template": null,
"chat_template_sha": null,
"start_time": 5945520.545428451,
"end_time": 5951474.842571819,
"total_evaluation_time_seconds": "5954.2971433680505"
}
161 changes: 161 additions & 0 deletions .../.__Meta-Llama-3-8B-Instruct-awq-asym-fp8-dynamic/results_2026-02-10T15-33-52.326056.json
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,161 @@
{
"results": {
"gsm8k": {
"alias": "gsm8k",
"exact_match,strict-match": 0.7642153146322972,
"exact_match_stderr,strict-match": 0.011692515650666807,
"exact_match,flexible-extract": 0.7619408642911296,
"exact_match_stderr,flexible-extract": 0.011731278748420903
}
},
"group_subtasks": {
"gsm8k": []
},
"configs": {
"gsm8k": {
"task": "gsm8k",
"tag": [
"math_word_problems"
],
"dataset_path": "gsm8k",
"dataset_name": "main",
"training_split": "train",
"test_split": "test",
"fewshot_split": "train",
"doc_to_text": "Question: {{question}}\nAnswer:",
"doc_to_target": "{{answer}}",
"unsafe_code": false,
"description": "",
"target_delimiter": " ",
"fewshot_delimiter": "\n\n",
"num_fewshot": 5,
"metric_list": [
{
"metric": "exact_match",
"aggregation": "mean",
"higher_is_better": true,
"ignore_case": true,
"ignore_punctuation": false,
"regexes_to_ignore": [
",",
"\\$",
"(?s).*#### ",
"\\.$"
]
}
],
"output_type": "generate_until",
"generation_kwargs": {
"until": [
"Question:",
"</s>",
"<|im_end|>"
],
"do_sample": false,
"temperature": 0.0
},
"repeats": 1,
"filter_list": [
{
"name": "strict-match",
"filter": [
{
"function": "regex",
"regex_pattern": "#### (\\-?[0-9\\.\\,]+)"
},
{
"function": "take_first"
}
]
},
{
"name": "flexible-extract",
"filter": [
{
"function": "regex",
"group_select": -1,
"regex_pattern": "(-?[$0-9.,]{2,})|(-?[0-9]+)"
},
{
"function": "take_first"
}
]
}
],
"should_decontaminate": false,
"metadata": {
"version": 3.0,
"pretrained": "./Meta-Llama-3-8B-Instruct-awq-asym-fp8-dynamic",
"dtype": "auto"
}
}
},
"versions": {
"gsm8k": 3.0
},
"n-shot": {
"gsm8k": 5
},
"higher_is_better": {
"gsm8k": {
"exact_match": true
}
},
"n-samples": {
"gsm8k": {
"original": 1319,
"effective": 1319
}
},
"config": {
"model": "hf",
"model_args": "pretrained=./Meta-Llama-3-8B-Instruct-awq-asym-fp8-dynamic,dtype=auto",
"model_num_parameters": 8031637504,
"model_dtype": "torch.bfloat16",
"model_revision": "main",
"model_sha": "",
"batch_size": "16",
"batch_sizes": [],
"device": null,
"use_cache": null,
"limit": null,
"bootstrap_iters": 100000,
"gen_kwargs": null,
"random_seed": 0,
"numpy_seed": 1234,
"torch_seed": 1234,
"fewshot_seed": 1234
},
"git_hash": "680d8e73",
"date": 1770750127.1364455,
"pretty_env_info": "PyTorch version: 2.9.1+cu128\nIs debug build: False\nCUDA used to build PyTorch: 12.8\nROCM used to build PyTorch: N/A\n\nOS: Red Hat Enterprise Linux 9.6 (Plow) (x86_64)\nGCC version: (GCC) 11.5.0 20240719 (Red Hat 11.5.0-11)\nClang version: Could not collect\nCMake version: version 3.26.5\nLibc version: glibc-2.34\n\nPython version: 3.11.14 (main, Oct 31 2025, 23:04:14) [Clang 21.1.4 ] (64-bit runtime)\nPython platform: Linux-5.14.0-611.11.1.el9_7.x86_64-x86_64-with-glibc2.34\nIs CUDA available: True\nCUDA runtime version: 12.9.86\nCUDA_MODULE_LOADING set to: \nGPU models and configuration: \nGPU 0: NVIDIA A100-SXM4-80GB\nGPU 1: NVIDIA A100-SXM4-80GB\nGPU 2: NVIDIA A100-SXM4-80GB\nGPU 3: NVIDIA A100-SXM4-80GB\nGPU 4: NVIDIA A100-SXM4-80GB\nGPU 5: NVIDIA A100-SXM4-80GB\nGPU 6: NVIDIA A100-SXM4-80GB\nGPU 7: NVIDIA A100-SXM4-80GB\n\nNvidia driver version: 575.57.08\ncuDNN version: Could not collect\nIs XPU available: False\nHIP runtime version: N/A\nMIOpen runtime version: N/A\nIs XNNPACK available: True\n\nCPU:\nArchitecture: x86_64\nCPU op-mode(s): 32-bit, 64-bit\nAddress sizes: 48 bits physical, 48 bits virtual\nByte Order: Little Endian\nCPU(s): 256\nOn-line CPU(s) list: 0-255\nVendor ID: AuthenticAMD\nModel name: AMD EPYC 7763 64-Core Processor\nCPU family: 25\nModel: 1\nThread(s) per core: 2\nCore(s) per socket: 64\nSocket(s): 2\nStepping: 1\nFrequency boost: enabled\nCPU(s) scaling MHz: 45%\nCPU max MHz: 3530.4929\nCPU min MHz: 1500.0000\nBogoMIPS: 4900.14\nFlags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid extd_apicid aperfmperf rapl pni pclmulqdq monitor ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt aes xsave avx f16c rdrand lahf_lm cmp_legacy svm extapic cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw ibs skinit wdt tce topoext perfctr_core perfctr_nb bpext perfctr_llc mwaitx cpb cat_l3 cdp_l3 hw_pstate ssbd mba ibrs ibpb stibp vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local user_shstk clzero irperf xsaveerptr rdpru wbnoinvd amd_ppin brs arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload vgif v_spec_ctrl umip pku ospke vaes vpclmulqdq rdpid overflow_recov succor smca fsrm debug_swap\nVirtualization: AMD-V\nL1d cache: 4 MiB (128 instances)\nL1i cache: 4 MiB (128 instances)\nL2 cache: 64 MiB (128 instances)\nL3 cache: 512 MiB (16 instances)\nNUMA node(s): 2\nNUMA node0 CPU(s): 0-63,128-191\nNUMA node1 CPU(s): 64-127,192-255\nVulnerability Gather data sampling: Not affected\nVulnerability Indirect target selection: Not affected\nVulnerability Itlb multihit: Not affected\nVulnerability L1tf: Not affected\nVulnerability Mds: Not affected\nVulnerability Meltdown: Not affected\nVulnerability Mmio stale data: Not affected\nVulnerability Reg file data sampling: Not affected\nVulnerability Retbleed: Not affected\nVulnerability Spec rstack overflow: Mitigation; Safe RET\nVulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl\nVulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization\nVulnerability Spectre v2: Mitigation; Retpolines; IBPB conditional; IBRS_FW; STIBP always-on; RSB filling; PBRSB-eIBRS Not affected; BHI Not affected\nVulnerability Srbds: Not affected\nVulnerability Tsa: Mitigation; Clear CPU buffers\nVulnerability Tsx async abort: Not affected\nVulnerability Vmscape: Mitigation; IBPB before exit to userspace\n\nVersions of relevant libraries:\n[pip3] Could not collect\n[conda] Could not collect",
"transformers_version": "4.57.3",
"lm_eval_version": "0.4.9.2",
"upper_git_hash": null,
"tokenizer_pad_token": [
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"128009"
],
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"128009"
],
"tokenizer_bos_token": [
"<|begin_of_text|>",
"128000"
],
"eot_token_id": 128009,
"max_length": 8192,
"task_hashes": {},
"model_source": "hf",
"model_name": "./Meta-Llama-3-8B-Instruct-awq-asym-fp8-dynamic",
"model_name_sanitized": ".__Meta-Llama-3-8B-Instruct-awq-asym-fp8-dynamic",
"system_instruction": null,
"system_instruction_sha": null,
"fewshot_as_multiturn": false,
"chat_template": null,
"chat_template_sha": null,
"start_time": 5940004.514758566,
"end_time": 5945512.500991075,
"total_evaluation_time_seconds": "5507.986232508905"
}
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