Conflict-Free Replicated Data Types (CRDT)
CRDTs ensure eventual consistency in distributed systems, converging nodes on a consistent state even with network partitions or failures. Types include LWW, Multi-Value, Set & Counter.
A Simple GPT Model For Efficient Training And Reproducibility
Simplified GPT model implementation for NLP tasks with scripts for training, sampling & data prep, plus a config system for easy adaptation.
Optimizing LLMs With SGLang: Efficient Deployment And Inference
SGLang optimizes Large Language Model (LLM) execution & deployment with RadixAttention, quantization & optimized CPU/GPU usage. Used in production by ByteDance & xAI, it's an open-source framework under active development.
Automating Complex PC Tasks With Multi-modal Large Language Models
PC-Agent automates complex PC tasks with Multi-modal Large Language Models, addressing challenges of intricate workflows & interactive environments. Experimental results show significant improvement in task success rates on new benchmark PC-Eval.
Software Development Revolution With Vibe Coding
Vibe coding revolutionizes software development with AI-powered code generation, democratizing coding and accelerating development cycles. However, challenges like code quality, debugging complexities, and technical debt must be carefully considered.