Repository Index

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

FunASR-powered video transcription, subtitle generation, and LLM-assisted clipping tool with a local Gradio UI.

• speech-recognition
• video-subtitles
• subtitles-generator
• speech-to-text

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

• deep-learning
• self-attention
• time-series
• pytorch

Google AI 2018 BERT pytorch implementation

• bert
• transformer
• pytorch
• nlp

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

• computer-vision
• deep-learning
• deep-neural-networks
• machine-learning

Model parallel transformers in JAX and Haiku

Chronos: Pretrained Models for Time Series Forecasting

• forecasting
• large-language-models
• llm
• machine-learning

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

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

• artificial-intelligence
• deep-learning
• attention-mechanism
• transformers

A treasure chest for visual classification and recognition powered by PaddlePaddle

• image-classification
• knowledge-distillation
• autoaugment
• randaugment

MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.

• llava
• llm
• mlx
• vision-transformer

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

• embedding
• llm
• rag
• easy

TranslatedChinese text classification, TextCNN, TextRNN, FastText, TextRCNN, BiLSTM_Attention, DPCNN, Transformer, based on pytorch, ready to use out of the box.

Robust recipes to align language models with human and AI preferences

• llm
• rlhf
• transformers

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

• rtdetr
• rtdetrv2

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

• artificial-intelligence
• deep-learning
• attention-mechanism
• text-to-image

SwinIR: Image Restoration Using Swin Transformer (official repository)

• image-super-resolution
• image-denoising
• compression-artifact-reduction
• image-deblocking

OpenChat: Advancing Open-source Language Models with Imperfect Data

• large-language-models
• open-source
• transformers

keras implement of transformers for humans

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

• ai
• mlops
• torch
• transformers

Sellbird (formerly Harvey): the open-source outreach platform that runs on your Claude or ChatGPT plan. Finds companies and decision makers, verifies emails, writes personal cold email, sends it and handles the replies.

• ai-agent
• autonomous-agent
• claude
• cold-email

Production First and Production Ready End-to-End Speech Recognition Toolkit

• e2e-models
• pytorch
• asr
• transformer

Structured data extraction, instruction calling and agentic workflows with ML, LLM and Vision LLM

• machinelearning
• huggingface-transformers
• computer-vision
• llm