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animaRegem_-_gemma-2b-malayalam-model-vllm-16bit-exl2
RichardErkhov/animaRegem_-_gemma-2b-malayalam-model-vllm-16bit-exl2
animaRegem_-_gemma-2b-malayalam-model-vllm-16bit-exl2 is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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Updated Jan 18, 2025
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At a glance
- Access
- Public
- Created
- Jan 18, 2025
- Updated
- Jan 18, 2025
- SHA
- 4b51ebd2
Model card
From the Hugging Face model README
Quantization made by Richard Erkhov.
gemma-2b-malayalam-model-vllm-16bit - EXL2
- Model creator: https://huggingface.co/animaRegem/
- Original model: https://huggingface.co/animaRegem/gemma-2b-malayalam-model-vllm-16bit/
Available sizes
| Branch | Bits | Description |
|---|---|---|
| 8_0 | 8.0 | Maximum quality that ExLlamaV2 can produce, near unquantized performance. |
| 6_5 | 6.5 | Very similar to 8.0, good tradeoff of size vs performance, recommended. |
| 5_0 | 5.0 | Slightly lower quality vs 6.5, but usable |
| 4_25 | 4.25 | GPTQ equivalent bits per weight, slightly higher quality. |
| 3_5 | 3.5 | Lower quality, only use if you have to. |
Download instructions
With git:
git clone --single-branch --branch 6_5 https://huggingface.co/animaRegem_-_gemma-2b-malayalam-model-vllm-16bit-exl2 gemma-2b-malayalam-model-vllm-16bit-6_5
With huggingface hub:
pip3 install huggingface-hub
To download a specific branch, use the --revision parameter. For example, to download the 6.5 bpw branch:
Linux:
huggingface-cli download animaRegem_-_gemma-2b-malayalam-model-vllm-16bit-exl2 --revision 6_5 --local-dir gemma-2b-malayalam-model-vllm-16bit-6_5 --local-dir-use-symlinks False
Windows (which apparently doesn't like _ in folders sometimes?):
huggingface-cli download animaRegem_-_gemma-2b-malayalam-model-vllm-16bit-exl2 --revision 6_5 --local-dir gemma-2b-malayalam-model-vllm-16bit-6.5 --local-dir-use-symlinks False
Original model description:
language:
- en license: apache-2.0 tags:
- text-generation-inference
- transformers
- unsloth
- gemma
- trl
- sft base_model: unsloth/gemma-2b-bnb-4bit
Uploaded model
- Developed by: animaRegem
- License: apache-2.0
- Finetuned from model : unsloth/gemma-2b-bnb-4bit
This gemma model was trained 2x faster with Unsloth and Huggingface's TRL library.
- Created
- Jan 18, 2025
- Updated
- Jan 18, 2025