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Tess-10.7B-v1.5-exl2
bartowski/Tess-10.7B-v1.5-exl2
Tess-10.7B-v1.5-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 apache-2.0.
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.12"turboderp's ExLlamaV2 v0.0.12</a for quantization.
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37.6 GB
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Repo makeup
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.json2.7 MB · 100%
At a glance
- Task
- Text Generation
- License
- apache-2.0
- Access
- Public
- Created
- Jan 27, 2024
- Updated
- Jan 27, 2024
- SHA
- 9f9232da
Try a prompt
Model card
From the Hugging Face model README
Exllama v2 Quantizations of Tess-10.7B-v1.5
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.12">turboderp's ExLlamaV2 v0.0.12</a> 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.
Conversion was done using the default calibration dataset.
Default arguments used except when the bits per weight is above 6.0, at that point the lm_head layer is quantized at 8 bits per weight instead of the default 6.
Original model: https://huggingface.co/migtissera/Tess-10.7B-v1.5
| Branch | Bits | lm_head bits | VRAM (4k) | VRAM (16k) | VRAM (32k) | Description |
|---|---|---|---|---|---|---|
| 8_0 | 8.0 | 8.0 | 11.9 GB | 13.3 GB | 15.3 GB | Maximum quality that ExLlamaV2 can produce, near unquantized performance. |
| 6_5 | 6.5 | 8.0 | 10.3 GB | 11.7 GB | 13.7 GB | Very similar to 8.0, good tradeoff of size vs performance, recommended. |
| 5_0 | 5.0 | 6.0 | 8.3 GB | 9.7 GB | 11.7 GB | Slightly lower quality vs 6.5, but usable on 8GB cards. |
| 4_25 | 4.25 | 6.0 | 7.4 GB | 8.6 GB | 10.6 GB | GPTQ equivalent bits per weight, slightly higher quality. |
| 3_5 | 3.5 | 6.0 | 6.4 GB | 7.8 GB | 9.8 GB | Lower quality, only use if you have to. |
Download instructions
With git:
git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/Tess-10.7B-v1.5-exl2
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 Tess-10.7B-v1.5-exl2:
mkdir Tess-10.7B-v1.5-exl2
huggingface-cli download bartowski/Tess-10.7B-v1.5-exl2 --local-dir Tess-10.7B-v1.5-exl2 --local-dir-use-symlinks False
To download from a different branch, add the --revision parameter:
Linux:
mkdir Tess-10.7B-v1.5-exl2-6_5
huggingface-cli download bartowski/Tess-10.7B-v1.5-exl2 --revision 6_5 --local-dir Tess-10.7B-v1.5-exl2-6_5 --local-dir-use-symlinks False
Windows (which apparently doesn't like _ in folders sometimes?):
mkdir Tess-10.7B-v1.5-exl2-6.5
huggingface-cli download bartowski/Tess-10.7B-v1.5-exl2 --revision 6_5 --local-dir Tess-10.7B-v1.5-exl2-6.5 --local-dir-use-symlinks False
- Task
- Text Generation
- License
- apache-2.0
- Created
- Jan 27, 2024
- Updated
- Jan 27, 2024