Stars
Sky-T1: Train your own O1 preview model within $450
Ideas for projects related to Tinker
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
🤖 The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transf…
An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
A machine learning compiler for GPUs, CPUs, and ML accelerators
An algorithm-focused interface for common llm training, continual learning, and reinforcement learning techniques
Reference implementation of the node for the Miden blockchain
Ongoing research training transformer models at scale
TPU inference for vLLM, with unified JAX and PyTorch support.
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Toolkit for linearizing PDFs for LLM datasets/training
Google Gen AI Go SDK provides an interface for developers to integrate Google's generative models into their Go applications.
Renderer for the harmony response format to be used with gpt-oss
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Intelligent Router for Mixture-of-Models
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
Post-training with Tinker
torchcomms: a modern PyTorch communications API
Python port of part of the TypeAgent repo
Sample code that explores an architecture for using language models to build a personal agent that can work with application agents.
Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, 20+ clouds, or on-prem).
A PyTorch native platform for training generative AI models