--- base_model: - huihui-ai/Seed-Coder-8B-Instruct-abliterated --- vllm (pretrained=/root/autodl-tmp/Seed-Coder-8B-Instruct-abliterated,add_bos_token=true,max_model_len=8096,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|↑ |0.552|± |0.0315| | | |strict-match | 5|exact_match|↑ |0.552|± |0.0315| vllm (pretrained=/root/autodl-tmp/Seed-Coder-8B-Instruct-abliterated,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|↑ |0.566|± |0.0222| | | |strict-match | 5|exact_match|↑ |0.564|± |0.0222| vllm (pretrained=/root/autodl-tmp/Seed-Coder-8B-Instruct-abliterated,add_bos_token=true,max_model_len=3048,dtype=bfloat16,model_impl=transformers,trust_remote_code=true), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1 | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr| |------------------|------:|------|------|------|---|-----:|---|-----:| |mmlu | 2|none | |acc |↑ |0.4316|± |0.0167| | - humanities | 2|none | |acc |↑ |0.4205|± |0.0344| | - other | 2|none | |acc |↑ |0.4615|± |0.0356| | - social sciences| 2|none | |acc |↑ |0.4278|± |0.0359| | - stem | 2|none | |acc |↑ |0.4211|± |0.0289| vllm (pretrained=/root/autodl-tmp/80-128-4096,add_bos_token=true,max_model_len=8096,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|↑ |0.544|± |0.0316| | | |strict-match | 5|exact_match|↑ |0.540|± |0.0316| vllm (pretrained=/root/autodl-tmp/80-256-4096,add_bos_token=true,max_model_len=8096,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|↑ | 0.56|± |0.0315| | | |strict-match | 5|exact_match|↑ | 0.56|± |0.0315| vllm (pretrained=/root/autodl-tmp/80-256-4096,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|↑ |0.578|± |0.0221| | | |strict-match | 5|exact_match|↑ |0.574|± |0.0221| vllm (pretrained=/root/autodl-tmp/80-512-8192,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|↑ |0.564|± |0.0314| | | |strict-match | 5|exact_match|↑ |0.564|± |0.0314| vllm (pretrained=/root/autodl-tmp/80-512-8192,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|↑ |0.570|± |0.0222| | | |strict-match | 5|exact_match|↑ |0.566|± |0.0222| vllm (pretrained=/root/autodl-tmp/80-512-8192,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|n-shot|Metric| |Value | |Stderr| |------------------|------:|------|------|------|---|-----:|---|-----:| |mmlu | 2|none | |acc |↑ |0.4246|± |0.0167| | - humanities | 2|none | |acc |↑ |0.3897|± |0.0344| | - other | 2|none | |acc |↑ |0.4667|± |0.0356| | - social sciences| 2|none | |acc |↑ |0.4222|± |0.0366| | - stem | 2|none | |acc |↑ |0.4211|± |0.0290| vllm (pretrained=/root/autodl-tmp/81-512-8192,add_bos_token=true,max_model_len=8096,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|↑ | 0.56|± |0.0315| | | |strict-match | 5|exact_match|↑ | 0.56|± |0.0315| vllm (pretrained=/root/autodl-tmp/81-512-8192,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|↑ |0.564|± |0.0222| | | |strict-match | 5|exact_match|↑ |0.562|± |0.0222| vllm (pretrained=/root/autodl-tmp/82-256-8192,add_bos_token=true,max_model_len=8096,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|↑ |0.564|± |0.0314| | | |strict-match | 5|exact_match|↑ |0.564|± |0.0314| vllm (pretrained=/root/autodl-tmp/82-256-8192,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|↑ |0.586|± |0.0220| | | |strict-match | 5|exact_match|↑ |0.580|± |0.0221| vllm (pretrained=/root/autodl-tmp/82-256-8192,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|n-shot|Metric| |Value | |Stderr| |------------------|------:|------|------|------|---|-----:|---|-----:| |mmlu | 2|none | |acc |↑ |0.4292|± |0.0166| | - humanities | 2|none | |acc |↑ |0.4051|± |0.0340| | - other | 2|none | |acc |↑ |0.4718|± |0.0355| | - social sciences| 2|none | |acc |↑ |0.4278|± |0.0362| | - stem | 2|none | |acc |↑ |0.4175|± |0.0289| vllm (pretrained=/root/autodl-tmp/82-512-8192,add_bos_token=true,max_model_len=8096,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|↑ |0.564|± |0.0314| | | |strict-match | 5|exact_match|↑ |0.560|± |0.0315| vllm (pretrained=/root/autodl-tmp/82-512-8192,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|↑ |0.572|± |0.0221| | | |strict-match | 5|exact_match|↑ |0.564|± |0.0222| vllm (pretrained=/root/autodl-tmp/82-1024-8192,add_bos_token=true,max_model_len=8096,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|↑ |0.552|± |0.0315| | | |strict-match | 5|exact_match|↑ |0.552|± |0.0315| vllm (pretrained=/root/autodl-tmp/83-512-8192,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|↑ |0.532|± |0.0316| | | |strict-match | 5|exact_match|↑ |0.532|± |0.0316| vllm (pretrained=/root/autodl-tmp/84-256-8192,add_bos_token=true,max_model_len=8096,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|↑ |0.540|± |0.0316| | | |strict-match | 5|exact_match|↑ |0.536|± |0.0316|