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Anthonyg5005/rishiraj-meow-10.7B-exl2
rishiraj-meow-10.7B-exl2 is a text generation model from Anthonyg5005. Use it when you need the model to write or continue text. It is set up for ExLlamaV2. The card lists the license as cc-by-nc-4.0.
This repository includes the quantized models for the meow model by Rishiraj Acharya. meow is a fine-tune of SOLAR-10.7B-Instruct-v1.0 with the norobots dataset.
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From the Hugging Face model README
This repository includes the quantized models for the meow model by Rishiraj Acharya. meow is a fine-tune of SOLAR-10.7B-Instruct-v1.0 with the no_robots dataset.
| exl2 BPW | Model Branch | Model Size | Minimum VRAM (4096 Context, fp16 cache) |
|---|---|---|---|
| 2-Bit | main | 3.28 GB | 6GB GPU |
| 4-Bit | 4bit | 5.61 GB | 8GB GPU |
| 5-Bit | 5bit | 6.92 GB | 10GB GPU, 8GB with swap |
| 6-Bit | 6bit | 8.23 GB | 10GB GPU |
| 8-Bit | 8bit | 10.84 GB | 12GB GPU |
Using a 12GB Nvidia GeForce RTX 3060 I got on average around 20 tokens per second on the 8-bit quant in full 4096 context.
There are a couple places you can use an exl2 model, here are a few:
use something like download-model.py to download with python requests.
Install requirements:
pip install requests tqdm
Example for downloading 5bpw:
python download-model.py Anthonyg5005/rishiraj-meow-10.7B-exl2:5bit
You may also use huggingface-cli
To install it, install python hf-hub
pip install huggingface-hub
Example for 5bpw:
huggingface-cli download Anthonyg5005/rishiraj-meow-10.7B-exl2 --local-dir rishiraj-meow-10.7B-exl2-5bpw --revision 5bit
I would recommend the http downloaders over using git, they can resume downloads if failed and are much easier to work with.
Make sure to have git and git LFS installed.
Example for 5bpw download with git:
Have LFS file skip disabled
# windows
set GIT_LFS_SKIP_SMUDGE=0
# linux
export GIT_LFS_SKIP_SMUDGE=0
Clone repo branch
git clone https://huggingface.co/Anthonyg5005/rishiraj-meow-10.7B-exl2 -b 5bit