LLM Infra @ ByteDance Seed | B.Eng in Computer Science @ Tsinghua University
chatglm.cpp. C++ implementation of ChatGLM-6B & ChatGLM2-6B & ChatGLM3 & GLM4(V)
3kchat4u. 用微信聊天记录训练一个你专属的聊天机器人
257DSNet. DSNet: A Flexible Detect-to-Summarize Network for Video Summarization
223seam-carving. A super-fast Python implementation of seam carving algorithm for intelligent image resizing.
116redbase-cpp. A simple relational database based on Stanford CS346 RedBase, implemented in elegant modern C++14.
56flash-preference. Accelerate LLM preference tuning via prefix sharing with a single line of code
52rouge-metric. A Python wrapper of the official ROUGE-1.5.5.pl script and a re-implementation of full ROUGE metrics.
21nanoRLHF. Train a tiny LLaMA model from scratch to repeat your words using Reinforcement Learning from Human Feedback (RLHF)
18undergrad. My undergraduate projects at THU-CST
14socks5-proxy. A minimal SOCKS5 proxy written in C.
12tinypt. A tiny path tracer accelerated by OpenMP & CUDA.
10csapp. My CSAPP Lab Solutions
8SSM-VOS. Separable Structure Modeling for Semi-supervised Video Object Segmentation
7secure-socks. A mini encrypted socks tunnel to bypass the firewall.
5playground. Cuda
3GPA-Calculator. A GPA calculator for undergraduate transcripts of Tsinghua University.
2mini-router. A mini-router supporting basic ARP protocol, IP forwarding, ICMP echo / reply, and RIP routing.
2echo-server. A simple echo server using event-driven programming.
2OpenRLHF. A Ray-based High-performance RLHF framework (for large models)
2DeepSpeed. DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
1KernelBench. KernelBench: Can LLMs Write GPU Kernels? - Benchmark with Torch -> CUDA problems
1ucore_os_lab. Operating System - 2020 Spring - THU CST
1SPIM23. Simple MIPS32 Implementation
1llama.cpp. Port of Facebook's LLaMA model in C/C++
1Router-Lab. 2019-Fall Computer Networks
1ChatGLM-Tuning. 一种平价的chatgpt实现方案, 基于ChatGLM-6B + LoRA
1li-plus.
1Decaf-Compiler. 2019-Fall Compiler Construction.
1homepage. My homepage using starter-academic template, powered by netlify
1cs144. An elegant implementation for Stanford CS144 TCP Lab
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