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💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
methods2test is a supervised dataset consisting of Test Cases and their corresponding Focal Methods from a set of Java software repositories
Analysis scripts for log data sets used in anomaly detection.
Firebase SDK for Cloud Functions
Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)
Mastering Diverse Domains through World Models
Train transformer language models with reinforcement learning.
Schedule-Free Optimization in PyTorch
Fine-tune LLM agents with online reinforcement learning
A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
Reference implementation for DPO (Direct Preference Optimization)
FastAPI framework, high performance, easy to learn, fast to code, ready for production
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" presented by Zhiheng Xi et al.
Comprehensive toolkit for Reinforcement Learning from Human Feedback (RLHF) training, featuring instruction fine-tuning, reward model training, and support for PPO and DPO algorithms with various c…
Monitoring recent cross-research on LLM & RL on arXiv for control. If there are good papers, PRs are welcome.
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
Data for paper "Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness"
Sample code illustrating the VS Code extension API.
An innovative superfamily of fonts for code
