|
--- |
|
inference: false |
|
license: other |
|
--- |
|
|
|
# Tim Dettmers' Guanaco 7B GPTQ |
|
|
|
These files are GPTQ 4bit model files for [Tim Dettmers' Guanaco 7B](https://huggingface.co/timdettmers/guanaco-7b). |
|
|
|
It is the result of merging the LoRA then quantising to 4bit using [GPTQ-for-LLaMa](https://github.com/qwopqwop200/GPTQ-for-LLaMa). |
|
|
|
## Other repositories available |
|
|
|
* [4-bit GPTQ models for GPU inference](https://huggingface.co/TheBloke/guanaco-7B-GPTQ) |
|
* [4-bit, 5-bit and 8-bit GGML models for CPU(+GPU) inference](https://huggingface.co/TheBloke/guanaco-7B-GGML) |
|
* [Original unquantised fp16 model in HF format](https://huggingface.co/TheBloke/guanaco-7B-HF) |
|
|
|
## How to easily download and use this model in text-generation-webui |
|
|
|
Open the text-generation-webui UI as normal. |
|
|
|
1. Click the **Model tab**. |
|
2. Under **Download custom model or LoRA**, enter `TheBloke/guanaco-7B-GPTQ`. |
|
3. Click **Download**. |
|
4. Wait until it says it's finished downloading. |
|
5. Click the **Refresh** icon next to **Model** in the top left. |
|
6. In the **Model drop-down**: choose the model you just downloaded, `guanaco-7B-GPTQ`. |
|
7. If you see an error in the bottom right, ignore it - it's temporary. |
|
8. Fill out the `GPTQ parameters` on the right: `Bits = 4`, `Groupsize = 128`, `model_type = Llama` |
|
9. Click **Save settings for this model** in the top right. |
|
10. Click **Reload the Model** in the top right. |
|
11. Once it says it's loaded, click the **Text Generation tab** and enter a prompt! |
|
|
|
## Provided files |
|
|
|
**Compatible file - Guanaco-7B-GPTQ-4bit-128g.no-act-order.safetensors** |
|
|
|
In the `main` branch you will find `Guanaco-7B-GPTQ-4bit-128g.no-act-order.safetensors` |
|
|
|
This will work with all versions of GPTQ-for-LLaMa. It has maximum compatibility. |
|
|
|
It was created without groupsize to minimise VRAM requirements, to keep it under 24GB VRAM. It was created with the `--act-order` parameter to maximise accuracy. |
|
|
|
* `Guanaco-7B-GPTQ-4bit-128g.no-act-order.safetensors` |
|
* Works with all versions of GPTQ-for-LLaMa code, both Triton and CUDA branches |
|
* Works with AutoGPTQ |
|
* Works with text-generation-webui one-click-installers |
|
* Parameters: Groupsize = 128. No act-order. |
|
* Command used to create the GPTQ: |
|
``` |
|
python llama.py /workspace/process/TheBloke_guanaco-7B-GGML/HF wikitext2 --wbits 4 --true-sequential --groupsize 128 --save_safetensors /workspace/process/TheBloke_guanaco-7B-GGML/gptq/Guanaco-7B-GPTQ-4bit-128g.no-act-order.safetensors |
|
``` |
|
|
|
# Original model card |
|
|
|
Not provided by original model creator. |
