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Singapore University of Technology and Design
- https://www.pengfei-hong.com/
- @emrys_hong
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Pytorch implementation of the models RT-1-X and RT-2-X from the paper: "Open X-Embodiment: Robotic Learning Datasets and RT-X Models"
DiffusionFastForward: a free course and experimental framework for diffusion-based generative models
A collection of resources and papers on Diffusion Models
The official dataset of paper "Goal-Oriented Prompt Attack and Safety Evaluation for LLMs".
A high-throughput and memory-efficient inference and serving engine for LLMs
MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU
A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment
Awesome-LLM: a curated list of Large Language Model
Aligning Large Language Models with Human: A Survey
The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".
A LLM based research assistant that allows you to have a conversation with a research paper
Hackable and optimized Transformers building blocks, supporting a composable construction.
OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
A framework for few-shot evaluation of language models.
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
Tool Learning for Big Models, Open-Source Solutions of ChatGPT-Plugins
BiLLa: A Bilingual LLaMA with Enhanced Reasoning Ability
Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback
🔊 Text-Prompted Generative Audio Model
Transformer related optimization, including BERT, GPT
A framework for the evaluation of autoregressive code generation language models.