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[WIP] Merge all model eval scripts together #3430

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[WIP] Merge all model eval scripts together #3430

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e1c6a6e
Merge all model eval scripts together
jainapurva Dec 3, 2025
54ba102
updates
jainapurva Dec 4, 2025
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38 changes: 20 additions & 18 deletions benchmarks/_models/eval_hf_models.sh
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Expand Up @@ -4,26 +4,28 @@
# This source code is licensed under the BSD 3-Clause license found in the
# LICENSE file in the root directory of this source tree.

# This script uses the unified llm_eval.py for LLM evaluation
# For full options, run: python -m benchmarks._models.llm_eval --help

# For llama3.1-8B
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.1-8B --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.1-8B --quantization float8dq-row --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.1-8B --quantization float8dq-tensor --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.1-8B --quantization float8wo --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.1-8B --quantization int4wo-128 --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.1-8B --quantization int8wo --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.1-8B --quantization int8dq --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.1-8B --quantization gemlitewo-128-4 --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.1-8B --quantization gemlitewo-128-8 --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.1-8B --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.1-8B --quantization float8dq-row --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.1-8B --quantization float8dq-tensor --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.1-8B --quantization float8wo --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.1-8B --quantization int4wo-128 --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.1-8B --quantization int8wo --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.1-8B --quantization int8dq --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.1-8B --quantization gemlitewo-4-128 --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.1-8B --quantization gemlitewo-8 --tasks wikitext hellaswag


# For llama3.2-3B
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.2-3B --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.2-3B --quantization float8dq-row --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.2-3B --quantization float8dq-tensor --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.2-3B --quantization float8wo --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.2-3B --quantization int4wo-128 --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.2-3B --quantization int8wo --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.2-3B --quantization int8dq --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.2-3B --quantization gemlitewo-128-4 --tasks wikitext hellaswag
python benchmarks/_models/eval_hf_models.py --model_id meta-llama/Llama-3.2-3B --quantization gemlitewo-128-8 --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.2-3B --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.2-3B --quantization float8dq-row --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.2-3B --quantization float8dq-tensor --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.2-3B --quantization float8wo --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.2-3B --quantization int4wo-128 --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.2-3B --quantization int8wo --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.2-3B --quantization int8dq --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.2-3B --quantization gemlitewo-4-128 --tasks wikitext hellaswag
python -m benchmarks._models.llm_eval --model_id meta-llama/Llama-3.2-3B --quantization gemlitewo-8 --tasks wikitext hellaswag
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