CoolFace
Modelpublic

bartowski/openbuddy-gemma-7b-v19.1-4k-exl2

sourceHugging Faceotherupdated 3y agoView on Hugging Face
0likes3downloads
Model Card

Exllama v2 Quantizations of openbuddy-gemma-7b-v19.1-4k

Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.14">turboderp's ExLlamaV2 v0.0.14</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/OpenBuddy/openbuddy-gemma-7b-v19.1-4k

No GQA - VRAM requirements will be higher

BranchBitslm_head bitsSize (4k)Size (16k)Description
8_08.08.014.0 GB19.4 GBMaximum quality that ExLlamaV2 can produce, near unquantized performance.
6_56.58.012.5 GB17.9 GBNear unquantized performance at vastly reduced size, recommended.
5_05.06.010.9 GB16.3 GBSlightly lower quality vs 6.5, but usable on 8GB cards with 4k context.
4_254.256.010.2 GB15.7 GBGPTQ equivalent bits per weight.
3_53.56.09.5 GB14.9 GBLower quality, not recommended.

Download instructions

With git:

shell
git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/openbuddy-gemma-7b-v19.1-4k-exl2 openbuddy-gemma-7b-v19.1-4k-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 openbuddy-gemma-7b-v19.1-4k-exl2:

shell
mkdir openbuddy-gemma-7b-v19.1-4k-exl2
huggingface-cli download bartowski/openbuddy-gemma-7b-v19.1-4k-exl2 --local-dir openbuddy-gemma-7b-v19.1-4k-exl2 --local-dir-use-symlinks False

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

Linux:

shell
mkdir openbuddy-gemma-7b-v19.1-4k-exl2-6_5
huggingface-cli download bartowski/openbuddy-gemma-7b-v19.1-4k-exl2 --revision 6_5 --local-dir openbuddy-gemma-7b-v19.1-4k-exl2-6_5 --local-dir-use-symlinks False

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

shell
mkdir openbuddy-gemma-7b-v19.1-4k-exl2-6.5
huggingface-cli download bartowski/openbuddy-gemma-7b-v19.1-4k-exl2 --revision 6_5 --local-dir openbuddy-gemma-7b-v19.1-4k-exl2-6.5 --local-dir-use-symlinks False

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