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Starred repositories

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Spike, a RISC-V ISA Simulator

C 2,519 877 Updated Dec 20, 2024

A collection of memory efficient attention operators implemented in the Triton language.

Python 228 16 Updated Jun 5, 2024

FlagGems is an operator library for large language models implemented in Triton Language.

Python 385 55 Updated Jan 2, 2025

Interactively inspect module inputs, outputs, parameters, and gradients.

Python 321 22 Updated Dec 26, 2024

3D Visualization of an GPT-style LLM

TypeScript 4,241 465 Updated Aug 24, 2024

Building a quick conversation-based search demo with Lepton AI.

TypeScript 7,913 1,009 Updated Dec 18, 2024

Video+code lecture on building nanoGPT from scratch

Python 3,745 529 Updated Aug 13, 2024

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.

PostScript 4,603 455 Updated Feb 4, 2024

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

PostScript 18,270 2,211 Updated Nov 13, 2024

MiniCPM3-4B: An edge-side LLM that surpasses GPT-3.5-Turbo.

Jupyter Notebook 7,248 461 Updated Nov 6, 2024

AirLLM 70B inference with single 4GB GPU

Jupyter Notebook 5,500 440 Updated Nov 24, 2024

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

6,021 328 Updated Jan 2, 2025

「大模型」3小时完全从0训练26M的小参数GPT,个人显卡即可推理训练!

Python 3,224 407 Updated Dec 13, 2024

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

JavaScript 3,708 331 Updated Dec 25, 2024

《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

Jupyter Notebook 14,146 2,934 Updated Dec 24, 2024

Train a 1B LLM with 1T tokens from scratch by personal

Python 448 54 Updated Dec 18, 2024

仅需Python基础,从0构建大语言模型;从0逐步构建GLM4\Llama3\RWKV6, 深入理解大模型原理

Jupyter Notebook 1,951 289 Updated Aug 15, 2024

MiniCPM-V 2.6: A GPT-4V Level MLLM for Single Image, Multi Image and Video on Your Phone

Python 12,976 908 Updated Oct 22, 2024

GPGPU processor supporting RISCV-V extension, developed with Chisel HDL

Scala 658 77 Updated Jan 1, 2025

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

Jupyter Notebook 36,787 4,708 Updated Nov 18, 2024

llama3 implementation one matrix multiplication at a time

Jupyter Notebook 13,965 1,140 Updated May 23, 2024

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Python 62,009 6,628 Updated Jan 2, 2025

An awesome & curated list of best LLMOps tools for developers

Shell 4,186 410 Updated Dec 24, 2024

Robust Speech Recognition via Large-Scale Weak Supervision

Python 73,624 8,801 Updated Dec 1, 2024

Replace Copilot local AI

TypeScript 1,845 136 Updated May 13, 2024

The official Python client for the Huggingface Hub.

Python 2,194 577 Updated Dec 30, 2024

ModelScope: bring the notion of Model-as-a-Service to life.

Python 7,175 747 Updated Jan 2, 2025

the official code for "ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases"

Python 871 39 Updated Oct 26, 2024

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python 36,078 4,180 Updated Dec 30, 2024
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