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Wei Li's Projects

attn_vis icon attn_vis

Interactive in-browser attention visualizer tool for recurrent networks

bert icon bert

TensorFlow code and pre-trained models for BERT

bertsum icon bertsum

Code for paper Fine-tune BERT for Extractive Summarization

bottom-up-attention icon bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

clip icon clip

Contrastive Language-Image Pretraining

cnn-dailymail icon cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

cnndm_acl18 icon cnndm_acl18

Code to obtain the training data for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALLΒ·E.

dalle2-pytorch icon dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

dqn-tensorflow icon dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

drqa icon drqa

Reading Wikipedia to Answer Open-Domain Questions

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fast_abs_rl icon fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

gat icon gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gpt-neo icon gpt-neo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

gpustat icon gpustat

πŸ“Š A simple command-line script (wrapper for nvidia-smi) for querying and monitoring GPU status

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