Homunculus-W8A8 / README.md
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---
base_model:
- arcee-ai/Homunculus
---
vllm (pretrained=/root/autodl-tmp/Homunculus,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.5), 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|↑ |0.796|± |0.0255|
| | |strict-match | 5|exact_match|↑ |0.796|± |0.0255|
vllm (pretrained=/root/autodl-tmp/Homunculus,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.5), 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|↑ |0.796|± |0.0180|
| | |strict-match | 5|exact_match|↑ |0.792|± |0.0182|
vllm (pretrained=/root/autodl-tmp/Homunculus,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.5), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: auto
| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu | 2|none | |acc |↑ |0.6480|± |0.0153|
| - humanities | 2|none | |acc |↑ |0.6769|± |0.0306|
| - other | 2|none | |acc |↑ |0.6718|± |0.0330|
| - social sciences| 2|none | |acc |↑ |0.7444|± |0.0315|
| - stem | 2|none | |acc |↑ |0.5509|± |0.0275|
vllm (pretrained=/root/autodl-tmp/Homunculus-90-128-4096-9.9999,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.4), 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|↑ |0.796|± |0.0255|
| | |strict-match | 5|exact_match|↑ |0.796|± |0.0255|
vllm (pretrained=/root/autodl-tmp/Homunculus-90-128-4096-9.9999,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.4), 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|↑ |0.796|± |0.0255|
| | |strict-match | 5|exact_match|↑ |0.796|± |0.0255|
vllm (pretrained=/root/autodl-tmp/Homunculus-90-128-4096-9.9999,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true,gpu_memory_utilization=0.4), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: auto
| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu | 2|none | |acc |↑ |0.6538|± |0.0152|
| - humanities | 2|none | |acc |↑ |0.6872|± |0.0301|
| - other | 2|none | |acc |↑ |0.6769|± |0.0322|
| - social sciences| 2|none | |acc |↑ |0.7389|± |0.0314|
| - stem | 2|none | |acc |↑ |0.5614|± |0.0277|