Cydonia-24B-v2-W8A8 / README.md
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---
base_model:
- TheDrummer/Cydonia-24B-v2
---
selected 70-1024-df10-u2k
vllm (pretrained=/root/autodl-tmp/Cydonia-24B-v2,add_bos_token=true,max_model_len=2048,dtype=bfloat16), 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|↑ |0.912|± | 0.018|
| | |strict-match | 5|exact_match|↑ |0.912|± | 0.018|
vllm (pretrained=/root/autodl-tmp/Cydonia-24B-v2,add_bos_token=true,max_model_len=2048,dtype=bfloat16), 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|↑ |0.904|± |0.0132|
| | |strict-match | 5|exact_match|↑ |0.894|± |0.0138|
vllm (pretrained=/root/autodl-tmp/Cydonia-24B-v2,add_bos_token=true,max_model_len=700,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu | 2|none | |acc |↑ |0.7942|± |0.0131|
| - humanities | 2|none | |acc |↑ |0.8205|± |0.0257|
| - other | 2|none | |acc |↑ |0.8103|± |0.0271|
| - social sciences| 2|none | |acc |↑ |0.8500|± |0.0257|
| - stem | 2|none | |acc |↑ |0.7298|± |0.0249|
vllm (pretrained=/root/autodl-tmp/70-512-df10,add_bos_token=true,max_model_len=2048), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: 1
|Tasks|Version| Filter |n-shot| Metric | |Value| |Stderr|
|-----|------:|----------------|-----:|-----------|---|----:|---|-----:|
|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.892|± |0.0197|
| | |strict-match | 5|exact_match|↑ |0.880|± |0.0206|
vllm (pretrained=/root/autodl-tmp/70-512-df10,add_bos_token=true,max_model_len=2048,dtype=bfloat16), 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|↑ |0.894|± |0.0138|
| | |strict-match | 5|exact_match|↑ |0.876|± |0.0148|
vllm (pretrained=/root/autodl-tmp/70-512-df10,add_bos_token=true,max_model_len=800,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1
| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu | 2|none | |acc |↑ |0.7895|± |0.0132|
| - humanities | 2|none | |acc |↑ |0.8103|± |0.0257|
| - other | 2|none | |acc |↑ |0.7949|± |0.0280|
| - social sciences| 2|none | |acc |↑ |0.8722|± |0.0242|
| - stem | 2|none | |acc |↑ |0.7193|± |0.0258|
vllm (pretrained=/root/autodl-tmp/70-1536-df10,add_bos_token=true,max_model_len=2048), 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|↑ |0.888|± |0.0200|
| | |strict-match | 5|exact_match|↑ |0.876|± |0.0209|
vllm (pretrained=/root/autodl-tmp/70-1536-df10,add_bos_token=true,max_model_len=2048,dtype=bfloat16), 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|↑ |0.884|± |0.0143|
| | |strict-match | 5|exact_match|↑ |0.856|± |0.0157|
vllm (pretrained=/root/autodl-tmp/70-1536-df10,add_bos_token=true,max_model_len=800,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: auto
| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu | 2|none | |acc |↑ |0.7906|± |0.0133|
| - humanities | 2|none | |acc |↑ |0.8154|± |0.0266|
| - other | 2|none | |acc |↑ |0.7949|± |0.0282|
| - social sciences| 2|none | |acc |↑ |0.8611|± |0.0248|
| - stem | 2|none | |acc |↑ |0.7263|± |0.0251|
vllm (pretrained=/root/autodl-tmp/70-1024-df10-u2k,add_bos_token=true,max_model_len=2048), 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|↑ |0.884|± |0.0203|
| | |strict-match | 5|exact_match|↑ |0.864|± |0.0217|
vllm (pretrained=/root/autodl-tmp/70-1024-df10-u2k,add_bos_token=true,max_model_len=2048,dtype=bfloat16), 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|↑ |0.886|± |0.0142|
| | |strict-match | 5|exact_match|↑ |0.858|± |0.0156|
vllm (pretrained=/root/autodl-tmp/70-1024-df10-u2k,add_bos_token=true,max_model_len=800,dtype=bfloat16), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: auto
| Groups |Version|Filter|n-shot|Metric| |Value | |Stderr|
|------------------|------:|------|------|------|---|-----:|---|-----:|
|mmlu | 2|none | |acc |↑ |0.7965|± |0.0130|
| - humanities | 2|none | |acc |↑ |0.8256|± |0.0259|
| - other | 2|none | |acc |↑ |0.8000|± |0.0268|
| - social sciences| 2|none | |acc |↑ |0.8778|± |0.0243|
| - stem | 2|none | |acc |↑ |0.7228|± |0.0253|