---
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-8B-Base
---

# Minitron-8B-Base-FP8

FP8 quantized checkpoint of [nvidia/Minitron-8B-Base](https://huggingface.co/nvidia/Minitron-4B-Base) for use with vLLM.

## Evaluations

This quantized model:
```
lm_eval --model vllm --model_args pretrained=Minitron-8B-Base-FP8 --tasks gsm8k --num_fewshot 5 --batch_size auto

vllm (pretrained=Minitron-8B-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|↑  |0.5019|±  |0.0138|
|     |       |strict-match    |     5|exact_match|↑  |0.4989|±  |0.0138|
```

Baseline:
```
lm_eval --model vllm --model_args pretrained=nvidia/Minitron-8B-Base --tasks gsm8k --num_fewshot 5 --batch_size auto

vllm (pretrained=nvidia/Minitron-8B-Base), 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|↑  |0.5080|±  |0.0138|
|     |       |strict-match    |     5|exact_match|↑  |0.5064|±  |0.0138|
```


The [original paper](https://arxiv.org/pdf/2407.14679) evals:

![image/png](https://cdn-uploads.huggingface.co/production/uploads/60466e4b4f40b01b66151416/YFmlifuYBVtdfsdPVgV4u.png)