README.md

---
license: other
license_name: nvidia-open-model-license
license_link: >-
  https://developer.download.nvidia.com/licenses/nvidia-open-model-license-agreement-june-2024.pdf
tags:
- fp8
- vllm
base_model: nvidia/Minitron-4B-Base
---

# Minitron-4B-Base-FP8

FP8 quantized checkpoint of [nvidia/Minitron-4B-Base](https://huggingface.co/nvidia/Minitron-4B-Base) for use with vLLM.


```
lm_eval --model vllm --model_args pretrained=mgoin/Minitron-4B-Base-FP8 --tasks gsm8k --num_fewshot 5 --batch_size auto

vllm (pretrained=mgoin/Minitron-4B-Base-FP8), gen_kwargs: (None), limit: None, num_fewshot: 5, batch_size: auto
|Tasks|Version|     Filter     |n-shot|  Metric   |   |Value |   |Stderr|
|-----|------:|----------------|-----:|-----------|---|-----:|---|-----:|
|gsm8k|      3|flexible-extract|     5|exact_match|↑  |0.2305|±  |0.0116|
|     |       |strict-match    |     5|exact_match|↑  |0.2282|±  |0.0116|
```