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bartowski/Mistral-quiet-star-demo-exl2

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
1likes5downloads
Model Card

Exllama v2 Quantizations of Mistral-quiet-star-demo

Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.16">turboderp's ExLlamaV2 v0.0.16</a> for quantization.

<b>The "main" branch only contains the measurement.json, download one of the other branches for the model (see below)</b>

Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions.

Original model: https://huggingface.co/liminerity/Mistral-quiet-star-demo

BranchBitslm_head bitsVRAM (4k)VRAM (16k)VRAM (32k)Description
8_08.08.08.4 GB9.8 GB11.8 GBMaximum quality that ExLlamaV2 can produce, near unquantized performance.
6_56.58.07.2 GB8.6 GB10.6 GBVery similar to 8.0, good tradeoff of size vs performance, recommended.
5_05.06.06.0 GB7.4 GB9.4 GBSlightly lower quality vs 6.5, but usable on 8GB cards.
4_254.256.05.3 GB6.7 GB8.7 GBGPTQ equivalent bits per weight, slightly higher quality.
3_53.56.04.7 GB6.1 GB8.1 GBLower quality, only use if you have to.

Download instructions

With git:

shell
git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/Mistral-quiet-star-demo-exl2 Mistral-quiet-star-demo-exl2-6_5

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-quiet-star-demo-exl2:

shell
mkdir Mistral-quiet-star-demo-exl2
huggingface-cli download bartowski/Mistral-quiet-star-demo-exl2 --local-dir Mistral-quiet-star-demo-exl2 --local-dir-use-symlinks False

To download from a different branch, add the --revision parameter:

Linux:

shell
mkdir Mistral-quiet-star-demo-exl2-6_5
huggingface-cli download bartowski/Mistral-quiet-star-demo-exl2 --revision 6_5 --local-dir Mistral-quiet-star-demo-exl2-6_5 --local-dir-use-symlinks False

Windows (which apparently doesn't like _ in folders sometimes?):

shell
mkdir Mistral-quiet-star-demo-exl2-6.5
huggingface-cli download bartowski/Mistral-quiet-star-demo-exl2 --revision 6_5 --local-dir Mistral-quiet-star-demo-exl2-6.5 --local-dir-use-symlinks False

Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski