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LLM inference in C/C++

C++ 74,655 10,791 Updated Feb 18, 2025

A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations

Python 9,982 612 Updated Feb 18, 2025

The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, and more.

JavaScript 37,746 3,628 Updated Feb 19, 2025

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 20,944 6,075 Updated Jul 13, 2023

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Jupyter Notebook 5,471 950 Updated Mar 5, 2024

OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models

Python 1,637 128 Updated Jan 17, 2025

This repository contains advanced LLM-based chatbots for Q&A using LLM agents, and Retrieval Augmented Generation (RAG) and with different databases. (VectorDB, GraphDB, SQLite, CSV, XLSX, etc.)

Jupyter Notebook 273 176 Updated Nov 18, 2024

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)

Python 4,785 470 Updated Feb 17, 2025

This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners. If…

Python 360 19 Updated Feb 18, 2025

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 40,080 5,343 Updated Feb 18, 2025

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Jupyter Notebook 46,595 4,939 Updated Jan 22, 2025

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Jupyter Notebook 4,969 1,110 Updated Feb 15, 2025

A high-throughput and memory-efficient inference and serving engine for LLMs

Python 38,365 5,758 Updated Feb 19, 2025

Supercharge Your LLM Application Evaluations 🚀

Python 8,194 838 Updated Feb 18, 2025

Automated Evaluation of RAG Systems

Python 547 55 Updated Nov 4, 2024

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

Python 14,665 1,986 Updated Feb 18, 2025

The code for the paper C3: Zero-shot Text-to-SQL with ChatGPT

Python 135 20 Updated Aug 6, 2024

A efficient and effective few-shot NL2SQL method on GPT-4.

Python 479 76 Updated Jun 4, 2024

SuperSonic is the next-generation AI+BI platform that unifies Chat BI (powered by LLM) and Headless BI (powered by semantic layer) paradigms.

Java 2,919 525 Updated Feb 18, 2025

A curated list of safety-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights i…

1,177 58 Updated Feb 3, 2025

LLM training in simple, raw C/CUDA

Cuda 25,639 2,949 Updated Oct 2, 2024

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

2,248 160 Updated Jan 23, 2025

[ICLR 2024] Efficient Streaming Language Models with Attention Sinks

Python 6,793 377 Updated Jul 11, 2024

Inference Llama 2 in one file of pure C

C 18,040 2,201 Updated Aug 6, 2024

Awesome-LLM: a curated list of Large Language Model

21,526 1,760 Updated Feb 2, 2025

🔥🔥🔥AI-driven database tool and SQL client, The hottest GUI client, supporting MySQL, Oracle, PostgreSQL, DB2, SQL Server, DB2, SQLite, H2, ClickHouse, and more.

Java 19,072 2,120 Updated Jan 14, 2025

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

Python 15,753 1,857 Updated Jun 27, 2024

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Python 37,239 3,255 Updated Aug 17, 2024
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