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Devstral-Small-2505-W8A8-Defective

Name: Devstral-Small-2505-W8A8-Defective
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vllm (pretrained=/root/autodl-tmp/Devstral-Small-2505,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.864	±	0.0217
		strict-match	5	exact_match	↑	0.860	±	0.0220

vllm (pretrained=/root/autodl-tmp/Devstral-Small-2505,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.868	±	0.0152
		strict-match	5	exact_match	↑	0.864	±	0.0153

vllm (pretrained=/root/autodl-tmp/Devstral-Small-2505,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7965	±	0.0129
- humanities	2	none	acc	↑	0.8205	±	0.0244
- other	2	none	acc	↑	0.8308	±	0.0259
- social sciences	2	none	acc	↑	0.8444	±	0.0261
- stem	2	none	acc	↑	0.7263	±	0.0252

vllm (pretrained=/root/autodl-tmp/80-128-4096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.840	±	0.0232
		strict-match	5	exact_match	↑	0.832	±	0.0237

vllm (pretrained=/root/autodl-tmp/86-128-4096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.840	±	0.0232
		strict-match	5	exact_match	↑	0.828	±	0.0239

vllm (pretrained=/root/autodl-tmp/86-128-4096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.846	±	0.0162
		strict-match	5	exact_match	↑	0.836	±	0.0166

vllm (pretrained=/root/autodl-tmp/86-128-4096,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7532	±	0.0140
- humanities	2	none	acc	↑	0.7744	±	0.0272
- other	2	none	acc	↑	0.7692	±	0.0291
- social sciences	2	none	acc	↑	0.8278	±	0.0277
- stem	2	none	acc	↑	0.6807	±	0.0268

vllm (pretrained=/root/autodl-tmp/root-W8A8-86-128-3096-2,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.812	±	0.0248
		strict-match	5	exact_match	↑	0.800	±	0.0253

vllm (pretrained=/root/autodl-tmp/86-256-4096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.848	±	0.0228
		strict-match	5	exact_match	↑	0.836	±	0.0235

vllm (pretrained=/root/autodl-tmp/86-256-4096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.844	±	0.0162
		strict-match	5	exact_match	↑	0.830	±	0.0168

vllm (pretrained=/root/autodl-tmp/86-256-4096,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7614	±	0.0137
- humanities	2	none	acc	↑	0.7590	±	0.0277
- other	2	none	acc	↑	0.7949	±	0.0270
- social sciences	2	none	acc	↑	0.8389	±	0.0273
- stem	2	none	acc	↑	0.6912	±	0.0265

vllm (pretrained=/root/autodl-tmp/86-512-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.820	±	0.0243
		strict-match	5	exact_match	↑	0.808	±	0.0250

vllm (pretrained=/root/autodl-tmp/865-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.840	±	0.0232
		strict-match	5	exact_match	↑	0.828	±	0.0239

vllm (pretrained=/root/autodl-tmp/87-64-4096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.824	±	0.0241
		strict-match	5	exact_match	↑	0.808	±	0.0250

vllm (pretrained=/root/autodl-tmp/87-64-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.844	±	0.0230
		strict-match	5	exact_match	↑	0.836	±	0.0235

vllm (pretrained=/root/autodl-tmp/87-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.860	±	0.0220
		strict-match	5	exact_match	↑	0.856	±	0.0222

vllm (pretrained=/root/autodl-tmp/87-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.85	±	0.0160
		strict-match	5	exact_match	↑	0.84	±	0.0164

vllm (pretrained=/root/autodl-tmp/87-128-3096,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7509	±	0.0139
- humanities	2	none	acc	↑	0.7949	±	0.0261
- other	2	none	acc	↑	0.7641	±	0.0287
- social sciences	2	none	acc	↑	0.8167	±	0.0285
- stem	2	none	acc	↑	0.6702	±	0.0268

vllm (pretrained=/root/autodl-tmp/87-128-3096-3,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.844	±	0.0230
		strict-match	5	exact_match	↑	0.832	±	0.0237

vllm (pretrained=/root/autodl-tmp/87-128-3096-4,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.804	±	0.0252
		strict-match	5	exact_match	↑	0.804	±	0.0252

vllm (pretrained=/root/autodl-tmp/87-128-4096-2,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.824	±	0.0241
		strict-match	5	exact_match	↑	0.808	±	0.0250

vllm (pretrained=/root/autodl-tmp/87-256-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.828	±	0.0239
		strict-match	5	exact_match	↑	0.816	±	0.0246

vllm (pretrained=/root/autodl-tmp/87-256-4096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.828	±	0.0239
		strict-match	5	exact_match	↑	0.824	±	0.0241

vllm (pretrained=/root/autodl-tmp/88-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.848	±	0.0228
		strict-match	5	exact_match	↑	0.844	±	0.0230

vllm (pretrained=/root/autodl-tmp/885-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.836	±	0.0235
		strict-match	5	exact_match	↑	0.820	±	0.0243

vllm (pretrained=/root/autodl-tmp/89-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.828	±	0.0239
		strict-match	5	exact_match	↑	0.824	±	0.0241

noneUsername/Devstral-Small-2505-W8A8-Defective

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Devstral-Small-2505-W8A8-Defective