Open-source framework that accelerates fine-tuning and full training of transformer LLMs by up to 30 × while cutting VRAM requirements by roughly 90 %, letting developers train custom models quickly on commodity GPUs.
Lightweight PyTorch wrapper that separates research code from engineering, enabling fast, scalable and reproducible deep-learning workflows.
OpenRouter is a unified API gateway and marketplace that lets developers access, compare, and route requests across 400+ large-language models from 60+ providers through a single, fully OpenAI-compatible endpoint.
A lightweight open-source platform for running, managing, and integrating large language models locally via a simple CLI and REST API.
JAX is a high-performance Python library that brings just-in-time compilation, automatic differentiation and easy parallelism to NumPy-style array programming.
NVIDIA TensorRT is an SDK and tool-suite that compiles and optimizes trained neural-network models for ultra-fast, low-latency inference on NVIDIA GPUs.
Open-source deep-learning optimisation library from Microsoft that scales PyTorch training and inference to trillions of parameters with maximum efficiency.
OpenAI-compatible REST API that lets developers access DeepSeek’s large-scale language models (e.g., **deepseek-chat**, **deepseek-reasoner**) through familiar `/chat/completions` and `/completions` endpoints.
Diffusers is Hugging Face’s open-source Python library that packages state-of-the-art diffusion models and tooling for fast experimentation, training, and inference across images, audio, video, and 3-D content.
fastai is an open-source deep-learning library built on PyTorch that lets developers create state-of-the-art models for computer-vision, NLP, tabular, recommendation, and time-series tasks with only a handful of lines of code.
xAI API gives developers OpenAI-compatible endpoints for the Grok family of language, vision and image-generation models.
End-to-end NVIDIA framework and micro-services platform for building, customizing, and deploying large language, speech, vision, and multimodal AI models.
