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Haojin Yang

yanghaojin

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upvoted an article about 1 year ago
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GPU Poor Savior: Revolutionizing Low-Bit Open Source LLMs and Cost-Effective Edge Computing

By NicoNico โ€ข
โ€ข 10
reacted to their post with ๐Ÿ”ฅโค๏ธ๐Ÿง ๐Ÿš€ about 1 year ago
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905
Dear community,

Please check our recent blog post, "GPU Poor Savior: Revolutionizing Low-Bit Open Source LLMs and Cost-Effective Edge Computing". A cheaper and more efficient SFT scheme for quantized LLMs is provided.

https://huggingface.co/blog/NicoNico/green-bit-llm

posted an update about 1 year ago
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905
Dear community,

Please check our recent blog post, "GPU Poor Savior: Revolutionizing Low-Bit Open Source LLMs and Cost-Effective Edge Computing". A cheaper and more efficient SFT scheme for quantized LLMs is provided.

https://huggingface.co/blog/NicoNico/green-bit-llm

reacted to their post with ๐Ÿš€๐Ÿ”ฅ about 1 year ago
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2275
Full parameter fine-tuning of the LLaMA-3 8B model using a single GTX 3090 GPU with 24GB of graphics memory?

Please check out our tool for fine-tuning, inferencing, and evaluating GreenBitAI's low-bit LLMs:
https://github.com/GreenBitAI/green-bit-llm
Model Zoo:
GreenBitAI
  • 3 replies
ยท
replied to their post about 1 year ago
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Command for reproducing this run ๐Ÿ˜‰ :
CUDA_VISIBLE_DEVICES=0 WANDB_DISABLED=true python -m sft.finetune --model GreenBitAI/Llama-3-8B-layer-mix-bpw-2.2 --tune-qweight-only --galore --galore-rank 64 --optimizer adamw8bit --batch-size 1 --seqlen 96

posted an update about 1 year ago
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2275
Full parameter fine-tuning of the LLaMA-3 8B model using a single GTX 3090 GPU with 24GB of graphics memory?

Please check out our tool for fine-tuning, inferencing, and evaluating GreenBitAI's low-bit LLMs:
https://github.com/GreenBitAI/green-bit-llm
Model Zoo:
GreenBitAI
  • 3 replies
ยท