by joeseesun · Agent Tool · ★ 102
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2025 AI Engineering Reading List - 论文索引 本索引整理自 Latent Space 2025 AI Papers Reading List 共收录 120+ 篇 AI 领域重要论文，涵盖大语言模型、多模态、Agent、RAG、扩散模型等前沿方向 目录 Frontier LLMs - 前沿大语言模型 Benchmarks & Evaluations - 基准测试与评估 Prompting & Chain-of-Thought - 提示工程与思维链 Retrieval Augmented Generation - 检索增强生成 Agents - 智能体 Code Generation - 代码生成 Vision - 视觉模型 Voice & Audio - 语音与音频 Image/Video Diffusion - 图像视频扩散模型 Finetuning - 微调技术 Frontier LLMs - 前沿大语言模型 GPT 系列 ⭐⭐⭐⭐⭐ GPT-1 一句话介绍: 开创性地证明了无监督预训练+有监督微调的范式在 NLP 任务上的有效性 推荐理由: 奠定了现代大语言模型的基础范式，必读的历史性论文 ⭐⭐⭐⭐⭐ GPT-2 一句话介绍: 展示了更大规模语言模型的零样本学习能力 推荐理由: 提出"语言模型即多任务学习器"的重要观点，引发行业对模型规模的重新思考 ⭐⭐⭐⭐⭐ GPT-3 一句话介绍: 证明了 175B 参数规模模型具有强大的少样本学习能力 推荐理由: 开启大模型时代，展示了 in-context learning 的惊人能力，必读经典 ⭐⭐⭐⭐⭐ Codex 一句话介绍: GPT-3 在代码数据上微调，开创了 AI
| Stars | 102 |
| Forks | 18 |
| Category | Agent Tool |
| Quality Score | 43.2020796646958/100 |
| Open Issues | 2 |
| Last Updated | 2026-01-04 |
| Created | 2026-01-04 |
| Est. Tokens | ~20k |
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AI_Papers_2025 is 📚 2025 AI Engineering Reading List - 120+ curated AI research papers covering LLMs, Multimodal, RAG, Agents, Diffusion Models and more. It is categorized as a Agent Tool with 102 GitHub stars.
You can find installation instructions and usage details in the AI_Papers_2025 GitHub repository at github.com/joeseesun/AI_Papers_2025. The project has 102 stars and 18 forks, indicating an active community.
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