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unsloth / zephyr-sft
Model's Last Updated: 9월 03 2024
text-generation
Introduction of zephyr-sft
Model Details of zephyr-sft
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 on huggingface.co
588
Total runs
0
24-hour runs
6
3-day runs
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7-day runs
271
30-day runs
More Information About zephyr-sft huggingface.co Model
Url of zephyr-sft
zephyr-sft huggingface.co Url
Provider of zephyr-sft huggingface.co
Other API from unsloth
Updated: 11월 22 2024
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