Unsloth Fine-tunes LLMs (Llama 3, Mistral, Gemma, Qwen, Phi) 2x faster with up to 80% less memory.
Open-source, with free Colab notebooks. Now with reasoning capabilities!
Hi everyone！
Sharing Unsloth, an amazing open-source project that makes finetuning large language models (LLMs) significantly faster and more memory-efficient. If you've ever wanted to customize an LLM but were intimidated by the resource requirements, Unsloth is definately worth a try.
What's cool about it:
🚀 2x Speed, Up to 80% Less Memory: Massive performance gains without sacrificing accuracy.
🦙 Wide Model Support: Works with Llama 3 (all versions!), Mistral, Gemma 2, Qwen 2.5, Phi-4, and more.
💻 Free Colab Notebooks: Get started immediately, for free, with their Colab notebooks. No expensive hardware needed.
💡 Reasoning Capabilities Added: Reproduce DeepSeek-R1 "aha" moment.
🔓 Open Source: Fully open-source and actively developed.
Unsloth is all about making LLM finetuning accessible to everyone, not just those with huge GPU budgets.
The combination of speed and memory efficiency is a game-changer, especially for those who are just venturing into this area and might not have access to high-end hardware.
Congrats on the launch! Best wishes and sending lots of wins :)
Hi there! Currently we're a team of just 2.5 people and I'm one of the co-founders. Thank you so much for hunting us! We weren't expecting this at all so it was a lovely surprise! :D
Flowtica Scribe
Shram
The combination of speed and memory efficiency is a game-changer, especially for those who are just venturing into this area and might not have access to high-end hardware.
Congrats on the launch! Best wishes and sending lots of wins :)
Unsloth
@whatshivamdo Thank you so much for the support! :D
Chikka.ai
The ability to integrate DeepSeek-R1's reasoning is an awesome feature. Congratulations on the launch!
Unsloth
@jackie_luan Thanks so much Jackie! We have a guide on just reasoning training in our docs: https://docs.unsloth.ai/basics/reasoning-grpo-and-rl/tutorial-train-your-own-reasoning-model-with-grpo
Unsloth
Hi there! Currently we're a team of just 2.5 people and I'm one of the co-founders. Thank you so much for hunting us! We weren't expecting this at all so it was a lovely surprise! :D
If anyone needs any help, we have a Documentation here: https://docs.unsloth.ai/
or you can ask in our Discord server: https://discord.com/invite/unsloth
or Reddit: https://reddit.com/r/unsloth/
Unsloth Rules!
An amazing product and lovely community!