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Peilin Yu's Projects

apollo icon apollo

An open autonomous driving platform

audiocraft icon audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

blip icon blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

chinese-clip icon chinese-clip

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

clip icon clip

Contrastive Language-Image Pretraining

cmc icon cmc

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

csp icon csp

Learning to compose soft prompts for compositional zero-shot learning.

cvczsl icon cvczsl

PyTorch Implementation for ICCV19 paper "Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective"

czsl icon czsl

PyTorch CZSL framework containing GQA, the open-world setting, and the CGE and CompCos methods.

detr icon detr

End-to-End Object Detection with Transformers

devon icon devon

Devon: An open-source pair programmer

distilabel icon distilabel

⚗️ AI Feedback framework for scalable LLM alignment

fastchat icon fastchat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

gcp-proxy-func icon gcp-proxy-func

Google Cloud Function to proxy requests to host specified in config file

innodata-llm-safety icon innodata-llm-safety

Benchmarking Llama2, Mistral, Gemma and GPT for Factuality, Toxicity, Bias and Propensity for Hallucinations

label-studio icon label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

latex-ocr icon latex-ocr

pix2tex: Using a ViT to convert images of equations into LaTeX code.

metal icon metal

Snorkel MeTaL: A framework for training models with multi-task weak supervision

ml_gcn icon ml_gcn

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

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