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BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection (WWW23)
Minimalistic 4D-parallelism distributed training framework for education purpose
Spark RAPIDS plugin - accelerate Apache Spark with GPUs
Several simple examples for popular neural network toolkits calling custom CUDA operators.
📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
HIP: C++ Heterogeneous-Compute Interface for Portability
This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, s…
AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games
Awesome-RAG: Collect typical RAG papers and systems.
Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Wo…
Neo4j graph construction from unstructured data using LLMs
Docs2KG: A Human-LLM Collaborative Approach to Unified Knowledge Graph Construction from Heterogeneous Documents
Incremental Knowledge Graphs Constructor Using Large Language Models
[ICML'24] SeeAct is a system for generalist web agents that autonomously carry out tasks on any given website, with a focus on large multimodal models (LMMs) such as GPT-4V(ision).
An Open Large Reasoning Model for Real-World Solutions
Alibaba LangEngine is an AI application development framework written in Java.
SearchGPT / Perplexity clone, but personalised for you.
🔍 AI search engine - self-host with local or cloud LLMs
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
Build your own second brain with supermemory. It's a ChatGPT for your bookmarks. Import tweets or save websites and content using the chrome extension.
Curated list of useful LLM / Analytics / Datascience resources
A simple, easy-to-hack GraphRAG implementation
RAG that intelligently adapts to your use case, data, and queries
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieval Results in RAG Systems