transformers
120 projetos partilham este topic do GitHub
Linhas conectam membros que estão mensuravelmente relacionados entre si. O tamanho do ponto reflete estrelas.
🧬 Membros
generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
★ 117.1k
LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
★ 101.4k
LlamaFactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
★ 73.9k
ai-engineering-from-scratch
Learn it. Build it. Ship it for others.
★ 46.3k
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
★ 21.5k
ml-engineering
Machine Learning Engineering Open Book
★ 18.6k
DocsGPT
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research,…
★ 18.2k
Megatron-LM
Ongoing research training transformer models at scale
★ 17.4k
transformers.js
State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need…
★ 16.2k
RWKV-LM
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT…
★ 14.7k
PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
★ 13k
txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
★ 12.8k
openvino
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
★ 10.6k
OpenRLHF
An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & …
★ 9.9k
train-llm-from-scratch
A straightforward method for training your LLM, from downloading data to generating text.
★ 9k
VAR
[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official…
★ 8.7k
gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed…
★ 7.4k
x-transformers
A concise but complete full-attention transformer with a set of promising experimental features from various…
★ 5.9k
chronos-forecasting
Chronos: Pretrained Models for Time Series Forecasting
★ 5.7k
alignment-handbook
Robust recipes to align language models with human and AI preferences
★ 5.7k
openchat
OpenChat: Advancing Open-source Language Models with Imperfect Data
★ 5.5k
LLM-RL-Visualized
🌟100+ 原创 LLM / RL 原理图📚，《大模型算法》作者巨献！💥（100+ LLM/RL Algorithm…
★ 4.8k
Learn_Prompting
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt…
★ 4.7k
LightGlue
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
★ 4.7k
Promptify
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join…
★ 4.6k
simpletransformers
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language…
★ 4.3k
spark-nlp
State of the Art Natural Language Processing
★ 4.2k
SwanLab
⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud /…
★ 4.1k
course
The Hugging Face course on Transformers
★ 4.1k
transformers-code
手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube
★ 4k
lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
★ 3.8k
WebGPT
Run GPT model on the browser with WebGPU. An implementation of GPT inference in less than ~1500 lines of…
★ 3.8k
scikit-llm
Seamlessly integrate LLMs into scikit-learn.
★ 3.5k · GitHub ↗
scikit-llm
Seamlessly integrate LLMs into scikit-learn.
★ 3.5k
Torch-Pruning
[CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.
★ 3.3k
whisper-web
ML-powered speech recognition directly in your browser
★ 3.3k
how-to-train-your-gpt
Build a modern LLM from scratch. Every line commented. Explained like we are five.
★ 2.3k
MeshAnything
[ICLR 2025] From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh…
★ 2.3k
lagent
A lightweight framework for building LLM-based agents
★ 2.3k
transformers.js-examples
A collection of 🤗 Transformers.js demos and example applications
★ 2.1k
fast-bert
Super easy library for BERT based NLP models
★ 1.9k
ctransformers
Python bindings for the Transformer models implemented in C/C++ using GGML library.
★ 1.9k
Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
★ 1.8k
DeTikZify
Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ.
★ 1.8k
CogView
Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via…
★ 1.8k
NLP-Knowledge-Graph
自然语言处理、知识图谱、对话系统，大模型等技术研究与应用。
★ 1.8k
awesome-multi-agent-papers
A compilation of the best multi-agent papers
★ 1.6k
safe-rlhf
Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback
★ 1.6k
transfuser
[PAMI'23] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving; [CVPR'21]…
★ 1.6k
ttypescript
Over TypeScript tool to use custom transformers in the tsconfig.json
★ 1.5k
machine-learning-list
A curriculum for learning about foundation models, from scratch to the frontier
★ 1.5k
OuteTTS
Interface for OuteTTS models.
★ 1.4k
mlx-tune
Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR…
★ 1.4k
FastEdit
🩹Editing large language models within 10 seconds⚡
★ 1.4k
bert4torch
An elegent pytorch implement of transformers
★ 1.3k
Jlama
Jlama is a modern LLM inference engine for Java
★ 1.3k
awesome-vlm-architectures
Curated visual catalog of 155+ vision-language model (VLM/MLLM) architectures: papers, diagrams, training…
★ 1.3k
flamingo-pytorch
Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of…
★ 1.3k
kvpress
LLM KV cache compression made easy
★ 1.2k
fromthetensor
From the Tensor to Stable Diffusion, a rough outline for a 10 week course.
★ 1.1k
HuggingFaceModelDownloader
Simple go utility to download HuggingFace Models and Datasets
★ 1.1k
VisCPM
[ICLR'24 spotlight] Chinese and English Multimodal Large Model Series (Chat and Paint) |…
★ 1.1k
Llama-2-Open-Source-LLM-CPU-Inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
★ 971
ai-engineering-from-scratch-zh
Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 503 课 · 中文全量翻译 +…
★ 936
MiniGPT-5
Official implementation of paper "MiniGPT-5: Interleaved Vision-and-Language Generation via Generative Vokens"
★ 867
computer-vision-course
This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to…
★ 865
FineTuningLLMs
Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"
★ 850
PaLM-pytorch
Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways
★ 825
moment
MOMENT: A Family of Open Time-series Foundation Models, ICML'24
★ 821
UNITER
Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"
★ 800
GroupViT
Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.
★ 788
ringattention
Large Context Attention
★ 774
rome
Locating and editing factual associations in GPT (NeurIPS 2022)
★ 769
transformers-php
Transformers PHP is a toolkit for PHP developers to add machine learning magic to their projects easily.
★ 759
VisTR
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers
★ 757
LLM-PowerHouse-A-Curated-Guide-for-Large-Language-Models-with-Custom-Training-and-Inferencing
LLM-PowerHouse: Unleash LLMs' potential through curated tutorials, best practices, and ready-to-use code for…
★ 731
TimeSformer-pytorch
Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification
★ 729
uie_pytorch
PaddleNLP UIE模型的PyTorch版实现
★ 702
Crossformer
Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency…
★ 695
pysentimiento
A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks
★ 660
Cornucopia-LLaMA-Fin-Chinese
聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领…
★ 659
RandOpt
Official Codebase for "Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights" (ICML 2026…
★ 633
tuned-lens
Tools for understanding how transformer predictions are built layer-by-layer
★ 603
Natural_Language_Processing_with_Transformers
Natural Language Processing with Transformers 中译本，最权威Transformers教程
★ 574
adaptive-classifier
A flexible, adaptive classification system for dynamic text classification
★ 568
Mapperatorinator
An AI framework for generating and modding osu! beatmaps for all gamemodes from spectrogram inputs.
★ 548
awesome-llms-fine-tuning
Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning…
★ 525
mergoo
A library for easily merging multiple LLM experts, and efficiently train the merged LLM.
★ 516
rellm
Exact structure out of any language model completion.
★ 512
audio-transformers-course
The Hugging Face Course on Transformers for Audio
★ 508
inseq
Interpretability for sequence generation models 🐛 🔍
★ 474
RAGNotebook
基于LangChain、FastAPI和React的RAG项目，主分支为基于RAG的智能笔记助手，base-rag分支为…
★ 417
Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
★ 407
tner
Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round…
★ 397
quick-start-guide-to-llms
The Official Repo for "Quick Start Guide to Large Language Models"
★ 394
HugNLP
CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace…
★ 393
llms
Large Language Models: In this repository Language models are introduced covering both theoretical and…
★ 392
llms-from-scratch
Build a ChatGPT like LLM from scratch in PyTorch, explained step by step.
★ 381
GTR
Global Tracking Transformers, CVPR 2022
★ 381
geometry-free-view-synthesis
Is a geometric model required to synthesize novel views from a single image?
★ 380
VL-T5
PyTorch code for "Unifying Vision-and-Language Tasks via Text Generation" (ICML 2021)
★ 372
stylellm_models
StyleLLM文风大模型：基于大语言模型的文本风格迁移项目。Text style transfer base on…
★ 362
AwesomeMRC
IJCAI 2021 Tutorial & code for Retrospective Reader for Machine Reading Comprehension (AAAI 2021)
★ 361
evo-memory
Code to train and evaluate Neural Attention Memory Models to obtain universally-applicable memory systems for…
★ 360
vampnet
music generation with masked transformers!
★ 357
TensorSharp
A native .NET LLM inference engine for GGUF models. TensorSharp provides a console application, a web-based…
★ 350
soft-moe-pytorch
Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch
★ 348
G.pt
Official PyTorch Implementation of "Learning to Learn with Generative Models of Neural Network Checkpoints"
★ 347
Transformers_for_Text_Classification
基于Transformers的文本分类
★ 343
layoutreader
A Faster LayoutReader Model based on LayoutLMv3, Sort OCR bboxes to reading order.
★ 322
BitNet-Transformers
0️⃣1️⃣🤗 BitNet-Transformers: Huggingface Transformers Implementation of "BitNet: Scaling 1-bit…
★ 316
llama-nuts-and-bolts
A holistic way of understanding how Llama and its components run in practice, with code and detailed…
★ 315
pytorch-vit
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
★ 309
speculative-decoding
Explorations into some recent techniques surrounding speculative decoding
★ 307
transformer-in-transformer
Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for…
★ 306
llm-flashcards
Visual knowledge bank for understanding large language models, with 180 concept cards from tokenization to…
★ 126
PassLLM
World's most accurate password guessing AI tool. A PyTorch implementation of PassLLM (USENIX 2025) that…
★ 112
gemma_penzai
A JAX Research Toolkit for Visualizing, Manipulating, and Understanding Gemma Models with Multi-modal Support…
★ 98
TeaLeaves
End-to-end pipeline for seeing how LLMs actually process your prompts. Capture attention across every layer,…
★ 42
FerryAI
Native AI inference for PHP 8.3+ - run ONNX, GGUF (llama.cpp) and RubixML models directly in your PHP process…
★ 41
🔗 Familias relacionadas
Medido a partir dos tópicos do GitHub compartilhados por ambos os projetos, ponderado pela raridade de cada tópico.