File size: 2,333 Bytes
8857819 6c80d98 e4c32b4 647cfb6 0867a38 f9c3ad7 6c80d98 8857819 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 | ---
license: cc-by-nc-nd-4.0
quantized_by: bartowski
pipeline_tag: text-generation
---
## Exllama v2 Quantizations of Mistral-7B-Instruct-v0.2-code-ft
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.11">turboderp's ExLlamaV2 v0.0.11</a> for quantization.
## The "main" branch only contains the measurement.json, download one of the other branches for the model (see below)
Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions.
Conversion was done using the default calibration dataset.
Default arguments used except when the bits per weight is above 6.0, at that point the lm_head layer is quantized at 8 bits per weight instead of the default 6.
Original model: https://huggingface.co/Nondzu/Mistral-7B-Instruct-v0.2-code-ft
<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-code-ft-exl2/tree/3_5">3.5 bits per weight</a>
<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-code-ft-exl2/tree/4_0">4.0 bits per weight</a>
<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-code-ft-exl2/tree/5_0">5.0 bits per weight</a>
<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-code-ft-exl2/tree/6_5">6.5 bits per weight</a>
<a href="https://huggingface.co/bartowski/Mistral-7B-Instruct-v0.2-code-ft-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/Mistral-7B-Instruct-v0.2-code-ft-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 `Mistral-7B-Instruct-v0.2-code-ft-exl2`:
```shell
mkdir Mistral-7B-Instruct-v0.2-code-ft-exl2
huggingface-cli download bartowski/Mistral-7B-Instruct-v0.2-code-ft-exl2 --local-dir Mistral-7B-Instruct-v0.2-code-ft-exl2 --local-dir-use-symlinks False
```
To download from a different branch, add the `--revision` parameter:
```shell
mkdir Mistral-7B-Instruct-v0.2-code-ft-exl2
huggingface-cli download bartowski/Mistral-7B-Instruct-v0.2-code-ft-exl2 --revision 4_0 --local-dir Mistral-7B-Instruct-v0.2-code-ft-exl2 --local-dir-use-symlinks False
```
|