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Forgotten-Transgression-24B-v4.1-W8A8

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+ ---
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+ base_model:
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+ - ReadyArt/Forgotten-Transgression-24B-v4.1
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+ ---
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+ vllm (pretrained=/root/autodl-tmp/Forgotten-Transgression-24B-v4.1,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto
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+ |Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
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+ |-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
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+ |gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.924|± |0.0168|
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+ | | |strict-match | 5|exact_match|↑ |0.920|± |0.0172|
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+
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+ vllm (pretrained=/root/autodl-tmp/Forgotten-Transgression-24B-v4.1,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto
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+ |Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
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+ |-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
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+ |gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.922|± |0.0120|
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+ | | |strict-match | 5|exact_match|↑ |0.914|± |0.0126|
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+
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+ vllm (pretrained=/root/autodl-tmp/Forgotten-Transgression-24B-v4.1,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
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+ | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
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+ |------------------|------:|------|------|------|---|-----:|---|-----:|
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+ |mmlu | 2|none | |acc |↑ |0.8012|± |0.0129|
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+ | - humanities | 2|none | |acc |↑ |0.8205|± |0.0253|
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+ | - other | 2|none | |acc |↑ |0.8103|± |0.0269|
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+ | - social sciences| 2|none | |acc |↑ |0.8667|± |0.0246|
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+ | - stem | 2|none | |acc |↑ |0.7404|± |0.0248|
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+
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+
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+ vllm (pretrained=/root/autodl-tmp/85-512,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto
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+ |Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
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+ |-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
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+ |gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.908|± |0.0183|
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+ | | |strict-match | 5|exact_match|↑ |0.904|± |0.0187|
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+
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+ vllm (pretrained=/root/autodl-tmp/85-512,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto
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+ |Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
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+ |-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
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+ |gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.902|± |0.0133|
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+ | | |strict-match | 5|exact_match|↑ |0.894|± |0.0138|
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+
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+ vllm (pretrained=/root/autodl-tmp/85-512,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
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+ | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
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+ |------------------|------:|------|------|------|---|-----:|---|-----:|
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+ |mmlu | 2|none | |acc |↑ |0.8000|± |0.0130|
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+ | - humanities | 2|none | |acc |↑ |0.8205|± |0.0255|
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+ | - other | 2|none | |acc |↑ |0.8051|± |0.0276|
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+ | - social sciences| 2|none | |acc |↑ |0.8667|± |0.0246|
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+ | - stem | 2|none | |acc |↑ |0.7404|± |0.0247|
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+
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+
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+ vllm (pretrained=/root/autodl-tmp/857-512,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto
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+ |Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
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+ |-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
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+ |gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.904|± |0.0187|
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+ | | |strict-match | 5|exact_match|↑ |0.904|± |0.0187|
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+
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+ vllm (pretrained=/root/autodl-tmp/857-512,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto
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+ |Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
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+ |-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
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+ |gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.896|± |0.0137|
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+ | | |strict-match | 5|exact_match|↑ |0.892|± |0.0139|
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+
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+ vllm (pretrained=/root/autodl-tmp/857-512,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
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+ | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
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+ |------------------|------:|------|------|------|---|-----:|---|-----:|
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+ |mmlu | 2|none | |acc |↑ |0.7942|± |0.0130|
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+ | - humanities | 2|none | |acc |↑ |0.8308|± |0.0254|
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+ | - other | 2|none | |acc |↑ |0.7897|± |0.0278|
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+ | - social sciences| 2|none | |acc |↑ |0.8667|± |0.0245|
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+ | - stem | 2|none | |acc |↑ |0.7263|± |0.0249|
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+
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+
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+ vllm (pretrained=/root/autodl-tmp/86-512,add_bos_token=true,max_model_len=4096,dtype=bfloat16), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto
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+ |Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
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+ |-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
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+ |gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.916|± |0.0176|
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+ | | |strict-match | 5|exact_match|↑ |0.912|± |0.0180|
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+
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+ vllm (pretrained=/root/autodl-tmp/86-512,add_bos_token=true,max_model_len=4096,dtype=bfloat16), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto
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+ |Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
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+ |-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
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+ |gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.914|± |0.0126|
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+ | | |strict-match | 5|exact_match|↑ |0.902|± |0.0133|
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+
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+ vllm (pretrained=/root/autodl-tmp/86-512,add_bos_token=true,max_model_len=4096,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
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+ | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
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+ |------------------|------:|------|------|------|---|-----:|---|-----:|
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+ |mmlu | 2|none | |acc |↑ |0.8012|± |0.0129|
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+ | - humanities | 2|none | |acc |↑ |0.8462|± |0.0244|
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+ | - other | 2|none | |acc |↑ |0.8051|± |0.0269|
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+ | - social sciences| 2|none | |acc |↑ |0.8667|± |0.0249|
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+ | - stem | 2|none | |acc |↑ |0.7263|± |0.0253|
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+
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+
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+ vllm (pretrained=/root/autodl-tmp/863-512,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto
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+ |Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
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+ |-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
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+ |gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.908|± |0.0183|
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+ | | |strict-match | 5|exact_match|↑ |0.896|± |0.0193|
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+
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+ vllm (pretrained=/root/autodl-tmp/863-512,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto
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+ |Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
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+ |-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
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+ |gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.906|± |0.0131|
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+ | | |strict-match | 5|exact_match|↑ |0.892|± |0.0139|
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+
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+ vllm (pretrained=/root/autodl-tmp/863-512,add_bos_token=true,max_model_len=3096,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
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+ | Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
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+ |------------------|------:|------|------|------|---|-----:|---|-----:|
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+ |mmlu | 2|none | |acc |↑ |0.7988|± |0.0130|
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+ | - humanities | 2|none | |acc |↑ |0.8308|± |0.0259|
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+ | - other | 2|none | |acc |↑ |0.8205|± |0.0261|
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+ | - social sciences| 2|none | |acc |↑ |0.8611|± |0.0244|
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+ | - stem | 2|none | |acc |↑ |0.7228|± |0.0253|