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[ICLR 2026] Rectifying LLM Thought From Lens of Optimization

Python 15 4 Updated Dec 5, 2025

Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".

Jupyter Notebook 118 6 Updated Aug 5, 2025

Official code for AAAI2026 {Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Language Models}

Python 14 Updated Nov 24, 2025
Python 183 16 Updated Dec 5, 2025

A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning

Python 289 15 Updated Sep 25, 2025
Python 7 Updated Dec 22, 2025

SFT of Reasoning LLMs with Megatron-LM

Python 20 1 Updated Jun 19, 2025

[NeurIPS 2025] Thinkless: LLM Learns When to Think

Python 256 20 Updated Sep 26, 2025
Python 36 1 Updated Nov 18, 2025

Free ChatGPT&DeepSeek API Key,免费ChatGPT&DeepSeek API。免费接入DeepSeek API和GPT4 API,支持 gpt | deepseek | claude | gemini | grok 等排名靠前的常用大模型。

Python 37,253 2,590 Updated Mar 6, 2026

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

Jupyter Notebook 2,580 545 Updated Jul 25, 2022

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

HTML 36,929 7,841 Updated Apr 9, 2026

A large-scale, fine-grained, diverse preference dataset (and models).

Python 367 16 Updated Dec 29, 2023

Perplexity GPU Kernels

C++ 565 85 Updated Nov 7, 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 23,947 2,754 Updated Mar 12, 2026

Netflix-level subtitle cutting, translation, alignment, and even dubbing - one-click fully automated AI video subtitle team | Netflix级字幕切割、翻译、对齐、甚至加上配音,一键全自动视频搬运AI字幕组

Python 16,707 1,789 Updated Mar 24, 2026

主要记录大语言大模型(LLMs) 算法(应用)工程师相关的知识及面试题

HTML 13,800 1,355 Updated Apr 30, 2025

📰 Must-read papers and blogs on Speculative Decoding ⚡️

1,180 74 Updated Mar 31, 2026

Awesome LLM compression research papers and tools.

1,805 121 Updated Feb 23, 2026

Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

2,219 207 Updated Apr 30, 2025

📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉

Python 5,134 359 Updated Apr 9, 2026

Awesome-LLM: a curated list of Large Language Model

26,630 2,437 Updated Jul 31, 2025

✨✨Latest Advances on Multimodal Large Language Models

17,600 1,123 Updated Apr 9, 2026

From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓

3,588 202 Updated May 7, 2025

A framework for few-shot evaluation of language models.

Python 12,110 3,177 Updated Apr 8, 2026

[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译,支持 Google/DeepL/Ollama/OpenAI 等服务,提供 CLI/GUI/MCP/Docker/Zotero

Python 32,885 2,963 Updated Apr 8, 2026

DFloat11 [NeurIPS '25]: Lossless Compression of LLMs and DiTs for Efficient GPU Inference

Python 617 38 Updated Nov 24, 2025

A TTS model capable of generating ultra-realistic dialogue in one pass.

Python 19,246 1,680 Updated Nov 19, 2025

Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.

Python 59,257 4,929 Updated Apr 10, 2026

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

Jupyter Notebook 90,497 13,873 Updated Apr 11, 2026
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