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unsloth/
zephyr-sft-bnb-4bit

Name: zephyr-sft-bnb-4bit
Availability: InStock

text-generation-inference

endpoints_compatible

4-bit

bitsandbytes

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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.

unsloth/zephyr-sft-bnb-4bit

Finetune Mistral, Gemma, Llama 2-5x faster with 70% less memory via Unsloth!

✨ Finetune for Free

unsloth/
zephyr-sft-bnb-4bit