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Code for the the article "LLM inference from first principles"

Python 6 1 Updated May 13, 2025

The simplest, fastest repository for training/finetuning small-sized VLMs.

Python 2,871 223 Updated May 23, 2025

Estimate Your LLM's Token Toll Across Various Platforms and Configurations

Python 35 7 Updated Jan 30, 2025

Build Anything with AI Agents

TypeScript 1,144 55 Updated May 22, 2025

GRPO implementation in PyTorch from scratch

Jupyter Notebook 2 Updated Apr 3, 2025
Python 97 19 Updated Mar 28, 2025
TypeScript 73 8 Updated May 24, 2025

A comprehensive Rust translation of the code from Sebastian Raschka's Build an LLM from Scratch book.

Rust 194 22 Updated May 22, 2025

agent-from-scratch is a Python-based repository designed for developers and researchers interested in understanding the inner workings of single and multi-agent systems

Python 83 22 Updated Dec 10, 2024

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

Python 47,993 7,580 Updated May 25, 2025

SGLang is a fast serving framework for large language models and vision language models.

Python 14,609 1,833 Updated May 25, 2025

Automatic evals for LLMs

HTML 398 46 Updated May 15, 2025

supporting pytorch FSDP for optimizers

Python 79 3 Updated Dec 8, 2024

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

Jupyter Notebook 21,301 6,120 Updated Jul 13, 2023

Model Context Protocol Servers

JavaScript 48,722 5,536 Updated May 23, 2025
Jupyter Notebook 4 1 Updated Nov 19, 2024

Qwen2.5-Coder is the code version of Qwen2.5, the large language model series developed by Qwen team, Alibaba Cloud.

Python 4,947 396 Updated Mar 19, 2025
Jupyter Notebook 26 7 Updated Apr 10, 2025

LLM-Merging: Building LLMs Efficiently through Merging

Jupyter Notebook 197 43 Updated Sep 24, 2024

Ingest, parse, and optimize any data format ➡️ from documents to multimedia ➡️ for enhanced compatibility with GenAI frameworks

Python 6,549 528 Updated Apr 9, 2025

Deploy your agentic worfklows to production

Python 2,007 222 Updated May 24, 2025

LLM101n: Let's build a Storyteller

33,494 1,826 Updated Aug 1, 2024

No-code in the front, Python in the back. An open-source framework for creating data apps.

Python 1,406 87 Updated May 23, 2025

Javascript for FastHTML apps

JavaScript 5 1 Updated Nov 12, 2024

Lumina-T2X is a unified framework for Text to Any Modality Generation

Python 2,191 91 Updated Feb 16, 2025

This chatbot utilizes the concept of Agentic RAG to develop an advanced chatbot that is capable of reasoning among complicated-context documents

Python 21 5 Updated Oct 22, 2024

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

Python 3,976 315 Updated May 4, 2025

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective…

Python 19,273 2,552 Updated Sep 19, 2024
Python 194 11 Updated May 5, 2024
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