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llama-30b-supercot-3bit-128g-cuda
tsumeone/llama-30b-supercot-3bit-128g-cuda
llama-30b-supercot-3bit-128g-cuda is a text generation model from tsumeone. Use it when you need the model to write or continue text. It is set up for transformers.
3bit quantized version of this: https://huggingface.co/ausboss/llama-30b-supercot
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Repo size
14 GB
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3
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.safetensors14 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Apr 28, 2023
- Updated
- Apr 28, 2023
- SHA
- e837a21b
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Model card
From the Hugging Face model README
3bit quantized version of this: https://huggingface.co/ausboss/llama-30b-supercot
GPTQ quantization using https://github.com/0cc4m/GPTQ-for-LLaMa
Made at the request of someone that wanted a 3bit version. The file is 17% smaller than 4bit non-groupsize, but the wikitext2 ppl is 12% worse. I don't have a functioning Ooba install so I can't test this myself.
Command used to quantize:
python llama.py c:\llama-30b-supercot c4 --wbits 3 --true-sequential --groupsize 128 --save_safetensors 4bit-128g.safetensors
Evaluation & Score (Lower is better):
- WikiText2: 5.22 (12% worse than 4bit non-groupsize)
- PTB: 19.63 (11% worse than 4bit non-groupsize)
- C4: 6.93 (7% worse than 4bit non-groupsize)
4bit non-groupsize version is here: https://huggingface.co/tsumeone/llama-30b-supercot-4bit-cuda
4bit 128 groupsize version is here: https://huggingface.co/tsumeone/llama-30b-supercot-4bit-128g-cuda
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Apr 28, 2023
- Updated
- Apr 28, 2023