support to export static afp8 model #662
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Signed-off-by: n1ck-guo <heng.guo@intel.com>
yiliu30
requested changes
Jul 16, 2025
wenhuach21
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Jul 16, 2025
wenhuach21
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Jul 16, 2025
wenhuach21
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Jul 16, 2025
auto_round/script/llm.py
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| @@ -486,15 +486,30 @@ def tune(args): | |||
| model_name = args.model.rstrip("/") | |||
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| if model_name.split('/')[-1].strip('.') == "" and "gguf" not in args.format: | |||
| export_dir = os.path.join(args.output_dir, f"w{autoround.bits}g{autoround.group_size}") | |||
| if autoround.group_size == -1: | |||
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we support group_size=0 as per_tensor now. Please check the config or support this config
wenhuach21
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wenhuach21
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wenhuach21
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wenhuach21
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wenhuach21
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Signed-off-by: n1ck-guo <heng.guo@intel.com>
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you also need to handle zeros in activation during calibration, raise error or do some tricky op like using unit scale. |
…auto-round into hengguo/export_static_fp8
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example command:
python -m auto_round --format "auto_round" --bits 8 --act_bits 8 --group_size -1 --iters 0 --nsample 2 --seqlen 1024 --model /models/opt-125m/ --data_type fp8 --act_data_type "fp8" --disable_act_dynamic