Introducing Unsloth AI: Revolutionizing Large Language Model Training

Unsloth AI is transforming the landscape of large language model (LLM) training with unprecedented speed and efficiency. Imagine training your own ChatGPT in just 24 hours instead of 30 days—that's 30 times faster than traditional methods while maintaining up to 30% higher accuracy. Unsloth achieves this by meticulously optimizing compute-heavy mathematical operations and crafting custom GPU kernels, all without requiring hardware upgrades.

With support for NVIDIA, AMD, and Intel GPUs, Unsloth delivers 10x faster training on a single GPU and up to 32x faster on multi-GPU systems compared to Flash Attention 2. Inference speeds are also doubled, with even more optimizations on the horizon. Whether you're a solo developer or part of a large enterprise, Unsloth offers flexible pricing plans, including a free version with single GPU support and advanced features in the Pro and Enterprise tiers.

Join the Unsloth community on Discord, follow us on social media, and start your journey to faster, more efficient LLM training today.

Training Speed

Unsloth AI offers a revolutionary approach to training large language models (LLMs), enabling users to train their own ChatGPT in just 24 hours instead of the usual 30 days. This remarkable speed is achieved through a 30x increase compared to Flash Attention 2 (FA2), while maintaining 30% higher accuracy. Additionally, Unsloth AI reduces memory usage by 90% compared to FA2, making it highly efficient. The platform supports NVIDIA, AMD, and Intel GPUs, ensuring compatibility with a wide range of hardware configurations.

GPU Support

Unsloth AI provides exceptional GPU support, offering a 10x speed increase on a single GPU and up to 32x faster performance on multiple GPU systems compared to Flash Attention 2 (FA2). This level of optimization allows users to maximize the potential of their hardware, whether they are working with NVIDIA GPUs from the Tesla T4 to the H100, or AMD and Intel GPUs. The broad compatibility and significant speed enhancements make Unsloth AI an ideal choice for those looking to accelerate their LLM training processes.

Inference Speed

In addition to its impressive training capabilities, Unsloth AI also delivers faster inference speeds, with a current 2x increase over traditional methods. This means that once a model is trained, it can be deployed and used in applications with significantly reduced latency. The ongoing development of Unsloth AI promises even faster inference speeds in the future, further enhancing its value for users who require quick and responsive AI solutions.