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bartowski/speechless-sparsetral-mistral-16x7b-MoE-exl2

sourceHugging Facellama2updated 3y agoView on Hugging Face
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Model Card

Exllama v2 Quantizations of speechless-sparsetral-mistral-16x7b-MoE

Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.13">turboderp's ExLlamaV2 v0.0.13</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/uukuguy/speechless-sparsetral-mistral-16x7b-MoE

BranchBitslm_head bitsVRAM (4k)VRAM (16k)VRAM (32k)Description
8_08.08.08.3 GB9.7 GB11.8 GBMaximum quality that ExLlamaV2 can produce, near unquantized performance.
6_56.58.07.1 GB8.5 GB10.6 GBVery similar to 8.0, good tradeoff of size vs performance, recommended.
5_05.06.05.7 GB7.1 GB9.2 GBSlightly lower quality vs 6.5, but usable on 8GB cards.
4_254.256.05.1 GB6.5 GB8.6 GBGPTQ equivalent bits per weight, slightly higher quality.
3_53.56.04.4 GB5.8 GB7.9 GBLower quality, only use if you have to.

Download instructions

With git:

shell
git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/speechless-sparsetral-mistral-16x7b-MoE-exl2 speechless-sparsetral-mistral-16x7b-MoE-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 speechless-sparsetral-mistral-16x7b-MoE-exl2:

shell
mkdir speechless-sparsetral-mistral-16x7b-MoE-exl2
huggingface-cli download bartowski/speechless-sparsetral-mistral-16x7b-MoE-exl2 --local-dir speechless-sparsetral-mistral-16x7b-MoE-exl2 --local-dir-use-symlinks False

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

Linux:

shell
mkdir speechless-sparsetral-mistral-16x7b-MoE-exl2-6_5
huggingface-cli download bartowski/speechless-sparsetral-mistral-16x7b-MoE-exl2 --revision 6_5 --local-dir speechless-sparsetral-mistral-16x7b-MoE-exl2-6_5 --local-dir-use-symlinks False

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

shell
mkdir speechless-sparsetral-mistral-16x7b-MoE-exl2-6.5
huggingface-cli download bartowski/speechless-sparsetral-mistral-16x7b-MoE-exl2 --revision 6_5 --local-dir speechless-sparsetral-mistral-16x7b-MoE-exl2-6.5 --local-dir-use-symlinks False

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