README.md

metadata

license: other
inference: false
tags:
  - GPTQ
  - 3-bit
  - quantized

LLaMa 65B 3bit GPTQ

This is a GPTQ format quantised 3-bit model of LLaMa 65B.

It is the result of quantising to 3-bit using GPTQ-for-LLaMa.

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/LLaMa-65B-GPTQ-3bit.
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, LLaMa-65B-GPTQ-3bit.
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 = 3, Groupsize = None, 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 - LLaMa-65B-GPTQ-3bit.safetensors

This will work with all versions of GPTQ-for-LLaMa. It has maximum compatibility

It was created with the --act-order parameter to maximise inference quality, and with group_size = None to minmise VRAM requirements.

• Wizard-Vicuna-13B-Uncensored-GPTQ-4bit-128g.compat.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 = None. act-order.
  • Command used to create the GPTQ:

    python llama.py /workspace/models/huggyllama_llama-65b wikitext2 --wbits 3 --true-sequential --act-order   --save_safetensors /workspace/llama-3bit/LLaMa-65B-GPTQ-3bit.safetensors