---
base_model:
- IlyaGusev/saiga_nemo_12b
---
Consider using noneUsername/saiga_nemo_12b-W8A8-Dynamic-Per-Token-better. I tweaked the quantization parameters to get better results.



vllm (pretrained=/root/autodl-tmp/saiga_nemo_12b,add_bos_token=true,tensor_parallel_size=2,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|↑  |0.808|±  |0.0250|
|     |       |strict-match    |     5|exact_match|↑  |0.760|±  |0.0271|

vllm (pretrained=/root/autodl-tmp/output,add_bos_token=true,tensor_parallel_size=2,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|↑  |0.792|±  |0.0257|
|     |       |strict-match    |     5|exact_match|↑  |0.768|±  |0.0268|