Unsloth

Unsloth is an AI company that wants to make AI easier to use and more efficient. Two brothers started it. Unsloth has free and pro versions of their software. This makes AI training and use easier for everyone.

Key Features

Free Version

The free version of Unsloth is open to everyone and works with different models like Mistral, Gemma, and LLama 1, 2, 3. It is great for users with one GPU and supports 4 bit and 16 bit LoRA for efficient training.

Pro Version

The pro version lets you use many GPUs for faster training. It uses up to 20% less VRAM than the free version and supports up to 8 GPUs for different tasks.

Benefits

Unsloth lets users train their own reasoning model using Group Relative Policy Optimization (GRPO). This method uses 80% less VRAM than others, so you only need 7GB of VRAM. With 15GB VRAM, you can change models up to 15B parameters into reasoning models. This is good for special models with rewards, like in law or medicine. It also helps make reasoning processes from input-output data.

Use Cases

Unsloth is good for special models with rewards, like in law or medicine. It can also make reasoning processes from input-output data. The model learns to think longer by itself, like the "aha" moment seen in training R1-Zero with pure reinforcement learning (RL).

Cost/Price

Unsloth has a free version and a pro version. The free version is open to everyone and works with one GPU. The pro version lets you use many GPUs and uses up to 20% less VRAM than the free version.

Funding

Unsloth has big plans for the future, like joining AI contests and making new products. These include a Finance LLM and a data science helper.

Reviews/Testimonials

Users say Unsloth makes AI training and use much better. The software''s improvements make AI more efficient and easier for everyone to use.