Unsloth AI - Open Source Fine-tuning & RL for LLMs
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Unsloth AI - Open Source Fine-tuning & RL for LLMs

unsloth.ai

Open source fine-tuning & reinforcment learning (RL) for gpt-oss, Llama 4, DeepSeek-R1 and Qwen3 LLMs! Beginner friendly.

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Easily fine-tune & train LLMs. Get faster with unsloth.

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Latest News

FP8 RL (GRPO) Nov 25, 2025

DeepSeek-OCR Fine-tuning Nov 4, 2025

Quantization-\
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Aware Training (QAT)
Oct 22, 2025

Unsloth Docker image Oct 6, 2025

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Train your own custom model in 24 hrs, not 30 days.

30x faster than FA2 + 30% accuracy

90% less memory usage than FA2

TTS, BERT, FFT & more support

How are we faster?

By manually deriving all compute heavy maths steps and handwriting GPU kernels, Unsloth magically makes training faster without any hardware changes.

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1 GPU or 100 GPUs

10x faster on a single GPU and up to 30x faster on multiple GPU systems compared to Flash Attention 2 (FA2).

We support NVIDIA GPUs from Tesla T4 to H100, and we’re portable to AMD and Intel GPUs.

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Don’t believe us?

Why not try our fully free open source version? Finetune 2X faster on a single NVIDIA GPU for free on Google Colab or Kaggle Notebooks.

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The details

We're making AI training easier for everyone

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Unsloth makes everything greener

As hardware costs rise and performance gains plateau, we use our math and coding skills to make AI LLMs and training run smarter and faster.

Want lightning fast inference? We’re working on it!

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Even better multiGPU in the works!

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Pricing

Free Freeware of our standard version of unsloth Get started - Open-source - Supports Mistral, Gemma - Supports LLama 1, 2, 3 - MultiGPU - coming soon - Supports 4 bit, 16 bit LoRA

unsloth Pro 2.5x faster training + 20% less VRAM Contact us - 2.5x number of GPUs faster than FA2 - 20% less memory than OSS - Enhanced MultiGPU support - Up to 8 GPUS support - For any usecase

unsloth Enterprise Unlock 30x faster training + multi-node support + 30% accuracy Contact us - 32x number of GPUs faster than FA2 - up to +30% accuracy - 5x faster inference - Supports full training - All Pro plan features - Multi-node support - Customer support

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