Siyuan Ma's starred repositories
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
google-research
Google Research
Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
gaussian-splatting
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
awesome-chatgpt
🤖 Awesome list for ChatGPT — an artificial intelligence chatbot developed by OpenAI
human-eval
Code for the paper "Evaluating Large Language Models Trained on Code"
AgentBench
A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
BlackMamba
Code repository for Black Mamba
Neural-Collapse
[NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features
Epoch_wise_Double_Descent
Official implementation of "Multi-scale Feature Learning Dynamics: Insights for Double Descent".