Accelerated LLM Fine-Tuning
Achieve up to 30x faster training times compared to traditional methods, enabling rapid model development and deployment.
Reduced Memory Usage
Utilizes up to 90% less memory during training, allowing for larger batch sizes and more complex models on existing hardware.
Multi-GPU and Multi-Node Support
Scales efficiently across multiple GPUs and nodes, enhancing performance for large-scale training tasks.
Open-Source Accessibility
Provides a free version with core functionalities, fostering community collaboration and innovation in LLM fine-tuning.
Unsloth is an open-source platform designed to expedite the fine-tuning and training of large language models (LLMs) such as Llama 3, Phi 3.5, and Mistral. By optimizing mathematical computations and GPU kernel operations, Unsloth enables faster training speeds and reduced memory usage, making it accessible for both individual developers and organizations.
Supports models like Llama 1, 2, 3, Mistral, and Gemma; compatible with single and multi-GPU systems; offers LoRA and QLoRA fine-tuning support; provides open-source access with Pro and Enterprise plans for advanced features.
Rapid development of custom AI chatbots and virtual assistants.
Efficient fine-tuning of LLMs for domain-specific applications.
Academic research requiring quick iterations on language models.
Startups aiming to deploy AI solutions without extensive computational resources.
Unsloth is an open-source platform that accelerates the fine-tuning and training of large language models (LLMs) like Llama 3, Phi 3.5, and Mistral, making the process faster and more memory-efficient.
Unsloth achieves faster training speeds by manually deriving compute-intensive mathematical steps and handwriting GPU kernels, enabling significant speed improvements without requiring hardware changes.
Yes, Unsloth supports both single and multi-GPU systems, offering enhanced performance on setups ranging from a single GPU to multiple GPUs.
Unsloth supports various models, including Llama 1, 2, 3, Mistral, and Gemma, facilitating versatile applications in LLM fine-tuning.
Unsloth offers a free open-source version with core functionalities. Advanced features and multi-GPU support are available through Pro and Enterprise plans.
