|
--- |
|
base_model: teknium/OpenHermes-2.5-Mistral-7B |
|
tags: |
|
- mistral |
|
- instruct |
|
- finetune |
|
- chatml |
|
- gpt4 |
|
- synthetic data |
|
- distillation |
|
- dpo |
|
- rlhf |
|
license: apache-2.0 |
|
language: |
|
- en |
|
datasets: |
|
- mlabonne/chatml_dpo_pairs |
|
quantized_by: bartowski |
|
pipeline_tag: text-generation |
|
--- |
|
|
|
## Exllama v2 Quantizations of NeuralHermes-2.5-Mistral-7B |
|
|
|
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.10">turboderp's ExLlamaV2 v0.0.10</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 VMWareOpenInstruct.parquet as 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/mlabonne/NeuralHermes-2.5-Mistral-7B |
|
|
|
<a href="https://huggingface.co/bartowski/NeuralHermes-2.5-Mistral-7B-exl2/tree/4_0">4.0 bits per weight</a> |
|
|
|
<a href="https://huggingface.co/bartowski/NeuralHermes-2.5-Mistral-7B-exl2/tree/6_0">6.0 bits per weight</a> |
|
|
|
<a href="https://huggingface.co/bartowski/NeuralHermes-2.5-Mistral-7B-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/NeuralHermes-2.5-Mistral-7B-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 `NeuralHermes-2.5-Mistral-7B-exl2`: |
|
|
|
```shell |
|
mkdir NeuralHermes-2.5-Mistral-7B-exl2 |
|
huggingface-cli download bartowski/NeuralHermes-2.5-Mistral-7B-exl2 --local-dir NeuralHermes-2.5-Mistral-7B-exl2 --local-dir-use-symlinks False |
|
``` |
|
|
|
To download from a different branch, add the `--revision` parameter: |
|
|
|
```shell |
|
mkdir NeuralHermes-2.5-Mistral-7B-exl2 |
|
huggingface-cli download bartowski/NeuralHermes-2.5-Mistral-7B-exl2 --revision 4_0 --local-dir NeuralHermes-2.5-Mistral-7B-exl2 --local-dir-use-symlinks False |
|
``` |
|
|
