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Learning Deep Representations of Data Distributions

TeX 586 46 Updated Oct 29, 2025

A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook 24,680 3,446 Updated Nov 6, 2025

🏂🏻 程序员海外工作/英文面试手册

4,769 345 Updated Feb 25, 2024

A powerful GUI app and Toolkit for Claude Code - Create custom agents, manage interactive Claude Code sessions, run secure background agents, and more.

TypeScript 18,632 1,429 Updated Oct 16, 2025

AIInfra(AI 基础设施)指AI系统从底层芯片等硬件,到上层软件栈支持AI大模型训练和推理。

Jupyter Notebook 5,014 693 Updated Nov 6, 2025

[Preprint] DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router

Python 103 11 Updated Oct 2, 2025

Implementation of all RL algorithms in a simpler way

Jupyter Notebook 1,247 218 Updated Aug 29, 2025

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter Notebook 22,845 2,589 Updated Oct 30, 2025

[ACL 2025] iAgent: LLM Agent as a Shield between User and Recommender Systems

Python 15 2 Updated May 23, 2025

😎 A curated list of tensor decomposition resources for model compression.

86 12 Updated Nov 4, 2025

閃電式開發

Ruby 266 105 Updated May 28, 2019

official code for paper Probing the Decision Boundaries of In-context Learning in Large Language Models. https://arxiv.org/abs/2406.11233 [NeurIPS 2024]

Python 19 3 Updated Jul 27, 2025

Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL

Python 3,467 295 Updated Oct 29, 2025

Large Language Model (LLM) Systems Paper List

1,585 86 Updated Nov 9, 2025

📜 Paper list on decoding methods for LLMs and LVLMs

62 1 Updated Nov 7, 2025

A live reading list for LLM data synthesis (Updated to July, 2025).

404 35 Updated Aug 26, 2025

Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"

Python 78 8 Updated Jun 10, 2025

NLP研究入门之道

2,052 255 Updated Nov 26, 2019

Welcome to the 'In Context Learning Theory' Reading Group

30 Updated Nov 8, 2024
Stata 4 1 Updated Feb 3, 2025

System for AI Education Resource.

Python 4,160 521 Updated Oct 25, 2024

A curated list of reinforcement learning with human feedback resources (continually updated)

4,199 249 Updated Sep 19, 2025

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

HTML 21,743 2,549 Updated Oct 19, 2025

Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind

Python 105 14 Updated Feb 29, 2024

Fast inference from large lauguage models via speculative decoding

Python 848 89 Updated Aug 22, 2024

awesome llm plaza: daily tracking all sorts of awesome topics of llm, e.g. llm for coding, robotics, reasoning, multimod etc.

210 15 Updated Nov 2, 2025

简单易懂的LLaMA微调指南。

Python 407 37 Updated Jul 5, 2023

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓,同时包含工作和科研过程中的新想法、新问题、新资源与新项目

2,661 235 Updated Oct 30, 2025

经济学人(含音频)、纽约客、卫报、连线、大西洋月刊等英语杂志免费下载,支持epub、mobi、pdf格式, 每周更新

CSS 26,527 2,130 Updated Nov 7, 2025
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