Edit model card

Exllama v2 Quantizations of WestLake-2x7b

Using turboderp's ExLlamaV2 v0.0.13 for quantization.

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

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/macadeliccc/WestLake-2x7b

Branch Bits lm_head bits VRAM (4k) VRAM (16k) VRAM (32k) Description
8_0 8.0 8.0 13.7 GB 15.1 GB 17.2 GB Maximum quality that ExLlamaV2 can produce, near unquantized performance.
6_5 6.5 8.0 11.5 GB 12.9 GB 15.0 GB Near unquantized performance at vastly reduced size, recommended.
5_0 5.0 6.0 9.3 GB 10.7 GB 12.8 GB Slightly lower quality vs 6.5, great for 12gb cards with 16k context.
4_25 4.25 6.0 8.2 GB 9.6 GB 11.7 GB GPTQ equivalent bits per weight.
3_5 3.5 6.0 7.0 GB 8.4 GB 10.5 GB Lower quality, not recommended.

Download instructions

With git:

git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/WestLake-2x7b-exl2 WestLake-2x7b-exl2-6_5

With huggingface hub (credit to TheBloke for instructions):

pip3 install huggingface-hub

To download the main (only useful if you only care about measurement.json) branch to a folder called WestLake-2x7b-exl2:

mkdir WestLake-2x7b-exl2
huggingface-cli download bartowski/WestLake-2x7b-exl2 --local-dir WestLake-2x7b-exl2 --local-dir-use-symlinks False

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

Linux:

mkdir WestLake-2x7b-exl2-6_5
huggingface-cli download bartowski/WestLake-2x7b-exl2 --revision 6_5 --local-dir WestLake-2x7b-exl2-6_5 --local-dir-use-symlinks False

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

mkdir WestLake-2x7b-exl2-6.5
huggingface-cli download bartowski/WestLake-2x7b-exl2 --revision 6_5 --local-dir WestLake-2x7b-exl2-6.5 --local-dir-use-symlinks False

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

Downloads last month

-

Downloads are not tracked for this model. How to track
Inference Examples
Unable to determine this model's library. Check the docs .