mistral instruct finetune chatml gpt4 synthetic data distillation en base_model:mistralai/Mistral-7B-v0.1 license:apache-2.0 region:us
---
base_model: mistralai/Mistral-7B-v0.1
tags:
- mistral
- instruct
- finetune
- chatml
- gpt4
- synthetic data
- distillation
model-index:
- name: OpenHermes-2-Mistral-7B
  results: []
license: apache-2.0
language:
- en
quantized_by: bartowski
---

## Exllama v2 Quantizations of OpenHermes-2.5-Mistral-7B-16k

Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.8">turboderp's ExLlamaV2 v0.0.8</a> for quantization.

Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions.

Conversion was done using wikitext-103-raw-v1-test.parquet as calibration dataset.

Original model: https://huggingface.co/NurtureAI/OpenHermes-2.5-Mistral-7B-16k
 
<a href="https://huggingface.co/bartowski/OpenHermes-2.5-Mistral-7B-16k-exl2/tree/4_0">4.0 bits per weight</a>
 
<a href="https://huggingface.co/bartowski/OpenHermes-2.5-Mistral-7B-16k-exl2/tree/6_0">6.0 bits per weight</a>
 
<a href="https://huggingface.co/bartowski/OpenHermes-2.5-Mistral-7B-16k-exl2/tree/8_0">8.0 bits per weight</a>

## Download instructions

With git:

```shell
git clone --single-branch --branch 4_0 https://huggingface.co/bartowski/OpenHermes-2.5-Mistral-7B-16k-exl2
```

With huggingface hub (credit to TheBloke for instructions):

```shell
pip3 install huggingface-hub
```

To download the `main` (only useful if you only care about measurement.json) branch to a folder called `OpenHermes-2.5-Mistral-7B-16k-exl2`:

```shell
mkdir OpenHermes-2.5-Mistral-7B-16k-exl2
huggingface-cli download bartowski/OpenHermes-2.5-Mistral-7B-16k-exl2 --local-dir OpenHermes-2.5-Mistral-7B-16k-exl2 --local-dir-use-symlinks False
```

To download from a different branch, add the `--revision` parameter:

```shell
mkdir OpenHermes-2.5-Mistral-7B-16k-exl2
huggingface-cli download bartowski/OpenHermes-2.5-Mistral-7B-16k-exl2 --revision 4_0 --local-dir OpenHermes-2.5-Mistral-7B-16k-exl2 --local-dir-use-symlinks False
```
