Repository Index

Scenic: A Jax Library for Computer Vision Research and Beyond

• jax
• computer-vision
• deep-learning
• research

Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)

• python
• trading-strategies
• backtesting-trading-strategies

The repository host gives no description.

Official PyTorch implementation of SegFormer

• semantic-segmentation
• transformer
• ade20k
• cityscapes

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

• cuda
• deep-learning
• gpu
• machine-learning

Seamlessly integrate LLMs into scikit-learn.

• chatgpt
• deep-learning
• llm
• machine-learning

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

• onnx
• pytorch
• inference
• training

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

• benchmark
• clustering
• information-retrieval
• sentence-transformers

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

• machine-learning
• convolutional-networks
• embedding-vectors
• embeddings

Efficient vision foundation models for high-resolution generation and perception.

• high-resolution
• imagenet
• efficientvit
• segment-anything

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

• pruning
• model-compression
• efficient-deep-learning
• llm

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

• segmentation
• semantic-segmentation
• cityscapes
• pascal-context

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

:musical_note: The original MusicBot for Discord (formerly SexualRhinoceros/MusicBot)

• discord
• python
• musicbot
• hacktoberfest

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

• artificial-intelligence
• attention-mechanisms
• deep-learning
• music-synthesis

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

基于深度强化学习的开源自动因子工厂。

• deep-learning
• finance
• math
• quant

Top2Vec learns jointly embedded topic, document and word vectors.

• topic-modeling
• word-embeddings
• document-embedding
• topic-vector

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

• yolo
• yolox
• detection
• detextron2

Implementation for MatMul-free LM.

• llm
• large-language-model
• linear-transformer

Community maintained hardware plugin for vLLM on Huawei Ascend

• inference
• llm
• llm-serving
• llmops

[AutoArk] GPA (General Purpose Audio) can do ASR, TTS and voice conversion with one tiny model!

• automatic-speech-recognition
• text-to-speech
• transformer
• voice-conversion

PyTorch native quantization for training and inference

• brrr
• dtypes
• inference
• mx

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型

• transformer
• gpt2
• gpt-2
• chichat