transformers

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

SD.Next: All-in-one WebUI for AI generative image and video creation, captioning and processing

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

Open-source offline translation library written in Python

On-device Speech AI for Apple Silicon

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

A concise but complete full-attention transformer with a set of promising experimental features from various papers

⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.

Chronos: Pretrained Models for Time Series Forecasting

Robust recipes to align language models with human and AI preferences

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

OpenChat: Advancing Open-source Language Models with Imperfect Data

Superduper: End-to-end framework for building custom AI applications and agents.

The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.

A machine learning software for extracting information from scholarly documents

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

《大模型白盒子构建指南》：一个全手搓的Tiny-Universe

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

🌟100+ 原创 LLM / RL 原理图📚，《大模型算法》作者巨献！💥（100+ LLM/RL Algorithm Maps ）

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

The Hugging Face course on Transformers

State of the Art Natural Language Processing

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。