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zephyr-7b-gemma-v0.1-exl2
bartowski/zephyr-7b-gemma-v0.1-exl2
zephyr-7b-gemma-v0.1-exl2 is a text generation model from bartowski. Use it when you need the model to write or continue text. The card lists the license as other.
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.14"turboderp's ExLlamaV2 v0.0.14</a for quantization.
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37.7 GB
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Repo makeup
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.json1.6 MB · 100%
At a glance
- Task
- Text Generation
- License
- other
- Access
- Public
- Created
- Mar 1, 2024
- Updated
- Mar 1, 2024
- SHA
- caf19835
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Datasets
Model card
From the Hugging Face model README
Exllama v2 Quantizations of zephyr-7b-gemma-v0.1
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/HuggingFaceH4/zephyr-7b-gemma-v0.1
No GQA - VRAM requirements will be higher
| Branch | Bits | lm_head bits | Size (4k) | Size (16k) | Description |
|---|---|---|---|---|---|
| 8_0 | 8.0 | 8.0 | 14.0 GB | 19.4 GB | Maximum quality that ExLlamaV2 can produce, near unquantized performance. |
| 6_5 | 6.5 | 8.0 | 12.5 GB | 17.9 GB | Near unquantized performance at vastly reduced size, recommended. |
| 5_0 | 5.0 | 6.0 | 10.9 GB | 16.3 GB | Slightly lower quality vs 6.5, but usable on 8GB cards with 4k context. |
| 4_25 | 4.25 | 6.0 | 10.2 GB | 15.7 GB | GPTQ equivalent bits per weight. |
| 3_5 | 3.5 | 6.0 | 9.5 GB | 14.9 GB | Lower quality, not recommended. |
Download instructions
With git:
git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/zephyr-7b-gemma-v0.1-exl2 zephyr-7b-gemma-v0.1-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 zephyr-7b-gemma-v0.1-exl2:
mkdir zephyr-7b-gemma-v0.1-exl2
huggingface-cli download bartowski/zephyr-7b-gemma-v0.1-exl2 --local-dir zephyr-7b-gemma-v0.1-exl2 --local-dir-use-symlinks False
To download from a different branch, add the --revision parameter:
Linux:
mkdir zephyr-7b-gemma-v0.1-exl2-6_5
huggingface-cli download bartowski/zephyr-7b-gemma-v0.1-exl2 --revision 6_5 --local-dir zephyr-7b-gemma-v0.1-exl2-6_5 --local-dir-use-symlinks False
Windows (which apparently doesn't like _ in folders sometimes?):
mkdir zephyr-7b-gemma-v0.1-exl2-6.5
huggingface-cli download bartowski/zephyr-7b-gemma-v0.1-exl2 --revision 6_5 --local-dir zephyr-7b-gemma-v0.1-exl2-6.5 --local-dir-use-symlinks False
Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski
- Task
- Text Generation
- License
- other
- Created
- Mar 1, 2024
- Updated
- Mar 1, 2024