Load 4bit models 4x faster
Collection
Native bitsandbytes 4bit pre quantized models
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19 items
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Updated
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39
Directly quantized 4bit model with bitsandbytes
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We have a Google Colab Tesla T4 notebook for TinyLlama with 4096 max sequence length RoPE Scaling here: https://colab.research.google.com/drive/1AZghoNBQaMDgWJpi4RbffGM1h6raLUj9?usp=sharing
All notebooks are beginner friendly! Add your dataset, click "Run All", and you'll get a 2x faster finetuned model which can be exported to GGUF, vLLM or uploaded to Hugging Face.
Unsloth supports | Free Notebooks | Performance | Memory use |
---|---|---|---|
Gemma 7b | ▶️ Start on Colab | 2.4x faster | 58% less |
Mistral 7b | ▶️ Start on Colab | 2.2x faster | 62% less |
Llama-2 7b | ▶️ Start on Colab | 2.2x faster | 43% less |
TinyLlama | ▶️ Start on Colab | 3.9x faster | 74% less |
CodeLlama 34b A100 | ▶️ Start on Colab | 1.9x faster | 27% less |
Mistral 7b 1xT4 | ▶️ Start on Kaggle | 5x faster* | 62% less |
DPO - Zephyr | ▶️ Start on Colab | 1.9x faster | 19% less |