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ShanghaiTech University
- Shanghai, China
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DeerFlow is a community-driven framework for deep research, combining language models with tools like web search, crawling, and Python execution, while contributing back to the open-source community.
《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程
《动手学大模型Dive into LLMs》系列编程实践教程
从0到1构建一个MiniLLM (pretrain+sft+dpo实践中)
📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA/Tensor Cores Kernels, HGEMM, FA-2 MMA etc.🔥
The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)
这是一个从头训练大语言模型的项目,包括预训练、微调和直接偏好优化,模型拥有1B参数,支持中英文。
RWKV-X is a Linear Complexity Hybrid Language Model based on the RWKV architecture, integrating Sparse Attention to improve the model's long sequence processing capabilities.
🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSy…
DevOps Roadmap for 2025. with learning resources
(🚧 WIP) a course of LLM inference serving on Apple Silicon for systems engineers.
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…
Reference Kernels for the Leaderboard
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
My learning notes/codes for ML SYS.
Extract leaf level RTL modules from OpenROAD and collect PPA numbers generated by Yosys
This repository contains the Hugging Face Agents Course.
The specification for the FIRRTL language
This is an online course where you can learn and master the skill of low-level performance analysis and tuning.
GTKWave is a fully featured GTK+ based wave viewer for Unix and Win32 which reads LXT, LXT2, VZT, FST, and GHW files as well as standard Verilog VCD/EVCD files and allows their viewing.
Generate Cover Letters based on Job Description and your Resumé. Manage jobs and applications. Get Hired. Have fun. Be cool. Go to School.