Pinned Repositories
AdvancedPythonProgramming
Build high performance, concurrent, and multi-threaded apps with Python using proven design patterns
advisor
Open-source implementation of Google Vizier for hyper parameters tuning
AI-Bootcamp
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
allennlp
An open-source NLP research library, built on PyTorch.
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Apache-Spark-2x-Machine-Learning-Cookbook
Apache Spark 2x Machine Learning Cookbook, published by Packt
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Applied-Deep-Learning-with-PyTorch
Demystify neural networks with PyTorch
beoy's Repositories
beoy/AI-Bootcamp
Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)
beoy/AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
beoy/awesome-generative-ai
A curated list of Generative AI tools, works, models, and references
beoy/crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
beoy/CUDA-Learn-Notes
🎉 Modern CUDA Learn Notes with PyTorch: fp32, fp16, bf16, fp8/int8, flash_attn, sgemm, sgemv, warp/block reduce, dot, elementwise, softmax, layernorm, rmsnorm.
beoy/cuda_hgemm
Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.
beoy/cuda_learning
learning how CUDA works
beoy/cutlass
CUDA Templates for Linear Algebra Subroutines
beoy/DeepSpeed-MII
MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
beoy/distilabel
Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.
beoy/generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
beoy/generative-models
Generative Models by Stability AI
beoy/haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
beoy/HuggingArxiv
beoy/InternVL
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的可商用开源多模态对话模型
beoy/lectures
Material for gpu-mode lectures
beoy/lightllm
LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.
beoy/LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
beoy/llama_index
LlamaIndex is a data framework for your LLM applications
beoy/llamafile
Distribute and run LLMs with a single file.
beoy/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
beoy/LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
beoy/MetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
beoy/multi-gpu-programming-models
Examples demonstrating available options to program multiple GPUs in a single node or a cluster
beoy/network-operator
Mellanox Network Operator
beoy/ollama
Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.
beoy/stable-diffusion-webui
Stable Diffusion web UI
beoy/starlette
The little ASGI framework that shines. 🌟
beoy/trt-samples-for-hackathon-cn
Simple samples for TensorRT programming
beoy/tutorial_notebooks