Official implementation of RMoE (Layerwise Recurrent Router for Mixture-of-Experts)

COALA: A Practical and Vision-Centric Federated Learning Platform, accepted to ICML'24

Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]

MiniCPM-2B: An end-side LLM outperforming Llama2-13B.

Paper List for a new paradigm of NLP: Interactive NLP (https://arxiv.org/abs/2305.13246) 🔥

⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)

TensorLayerX: A Unified Deep Learning and Reinforcement Learning Framework for All Hardwares, Backends and OS.

A Close Look at Spatial Modeling: From Attention to Convolution

This is the official implementation of paper "Learning Multi-Objective Curricula for Robotic Policy Learning"

This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 2022) (https://openreview.net/forum?id=_j8yVIyp27Q).

Code for "Biological Sequence Design with GFlowNets", 2022

A powerful and flexible machine learning platform for drug discovery

Pytorch implementation of CoCon: A Self-Supervised Approach for Controlled Text Generation

Trends of arxiv submissions counted from twitter/medium/reddit etc.

Code for ACL2021 paper: "GLGE: A New General Language Generation Evaluation Benchmark"

Long Range Arena for Benchmarking Efficient Transformers

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Synthetic Scene Text from 3D Engines

The agent tying together the components of Project Happy Meal

PyTorch implementation for the APoT quantization (ICLR 2020)

An elaborate and exhaustive paper list for Named Entity Recognition (NER)

Python library for Reinforcement Learning.

Distributionally robust neural networks for group shifts

PKU Team Zero's code for participation in ICDAR2019 ArT Recognition track (Champion)

Question Answering with Interactive Text (QAit), code for EMNLP 2019 paper "Interactive Language Learning by Question Answering"