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unsloth / zephyr-sft-bnb-4bit
Model's Last Updated: September 03 2024
text-generation
Introduction of zephyr-sft-bnb-4bit
Model Details of zephyr-sft-bnb-4bit
Finetune Mistral, Gemma, Llama 2-5x faster with 70% less memory via Unsloth!
Follows https://github.com/huggingface/alignment-handbook/issues/45#issuecomment-1845598205
From
HuggingFaceH4/mistral-7b-sft-beta
✨ Finetune for Free
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 |
- This conversational notebook is useful for ShareGPT ChatML / Vicuna templates.
- This text completion notebook is for raw text. This DPO notebook replicates Zephyr.
- * Kaggle has 2x T4s, but we use 1. Due to overhead, 1x T4 is 5x faster.
Runs of unsloth zephyr-sft-bnb-4bit on huggingface.co
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More Information About zephyr-sft-bnb-4bit huggingface.co Model
Url of zephyr-sft-bnb-4bit
zephyr-sft-bnb-4bit huggingface.co Url
Provider of zephyr-sft-bnb-4bit huggingface.co
Other API from unsloth
Updated: December 10 2024
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