transformers

手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube

中文nlp解决方案(大模型、数据、模型、训练、推理)

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

Scenic: A Jax Library for Computer Vision Research and Beyond

Run GPT model on the browser with WebGPU. An implementation of GPT inference in less than ~1500 lines of vanilla Javascript.

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

Seamlessly integrate LLMs into scikit-learn.

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

[CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.

ML-powered speech recognition directly in your browser

Build a modern LLM from scratch. Every line commented. Explained like we are five.

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

A Unified Library for Parameter-Efficient and Modular Transfer Learning

Optical character recognition for Japanese text, with the main focus being Japanese manga

A playground to generate images from any text prompt using Stable Diffusion (past: using DALL-E Mini)

streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.

[ICLR 2025] From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers"

Apple MLX native implementations of state-of-the-art generative image & video models

A lightweight framework for building LLM-based agents

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Lumina-T2X is a unified framework for Text to Any Modality Generation

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

A collection of 🤗 Transformers.js demos and example applications

Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI

An all-in-one toolkit for computer vision

Super easy library for BERT based NLP models