AIGC周刊 | 第30期

时间: 2023.5.29-2023.6.5

本周大事记

  1. OpenAI出手解决GPT-4数学推理并公开了论文和数据集

    标题:Let’s Verify Step by Step

    论文:arxiv.org

    数据集:github.com

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最新技术:

  1. Role-Play with Large Language Models

    论文:arxiv.org

  2. PandaGPT: One Model To Instruction-Follow Them All

    论文:arxiv.org

  3. Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing

    论文:arxiv.org

  4. Backpack Language Models

    论文:arxiv.org

  5. Training Socially Aligned Language Models in Simulated Human Society

    论文:arxiv.org

    代码:github.com

  6. OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities

    论文:arxiv.org

  7. Break-A-Scene: Extracting Multiple Concepts from a Single Image

    论文:arxiv.org

    代码:omriavrahami.com

  8. Any-to-Any Generation via Composable Diffusion

    论文:arxiv.org

    代码:codi-gen.github.io

  9. READ: Recurrent Adaptation of Large Transformers

    论文:arxiv.org

  10. Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust

    论文:arxiv.org

  11. The Impact of Positional Encoding on Length Generalization in Transformers

    论文:arxiv.org

  12. BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks

    论文:arxiv.org

  13. Thought Cloning: Learning to Think while Acting by Imitating Human Thinking

    论文:arxiv.org

  14. Fine-Tuning Language Models with Just Forward Passes

    论文:arxiv.org

  15. MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training

    论文:arxiv.org

  16. Bytes Are All You Need: Transformers Operating Directly On File Bytes

    论文:arxiv.org

  17. Direct Preference Optimization: Your Language Model is Secretly a Reward Model

    论文:arxiv.org

  18. SQL-PaLM: Improved Large Language ModelAdaptation for Text-to-SQL

    论文:arxiv.org

  19. CodeTF: One-stop Transformer Library for State-of-the-art Code LLM

    论文:arxiv.org

  20. Segment Anything in High Quality

    论文: arxiv.org

    代码: github.com

  21. ByteTransformer: A High-Performance Transformer Boosted for Variable-Length

    论文:arxiv.org

    代码:github.com

  22. StyleDrop: Text-to-Image Generation in Any Style

    论文:arxiv.org

  23. Large Language Models as Tool Makers

    论文:arxiv.org

  24. ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing

    论文:arxiv.org

  25. PHOTOSWAP: Personalized Subject Swapping in Images

    主页:photoswap.github.io

  26. High-Fidelity Image Compression with Score-based Generative Models

    论文:arxiv.org

课程:

  1. 如何使用 Megatron-LM 训练语言模型

    mp.weixin.qq.com

  2. 大模型预训练和微调技术及心得

    www.bilibili.com

  3. Stable Diffusion的专家级教程

    github.com

  4. Long Term Memory in AI – Vector Search and Databases

    github.com

  5. 吴恩达DeepLearningAI推出短课程新课:

    • How Diffusion Models Work

    • LangChain for LLM Application Development

    • Building Systems with the ChatGPT API

    网址:www.deeplearning.ai

商业:

  1. 王慧文再融16亿!大模型创业百天成独角兽

    mp.weixin.qq.com

  2. 奇绩创坛 2023 春季创业营路演日,共 60 个项目,100% 技术驱动mp.weixin.qq.com

  3. Stability AI:AI开源商业化试验田,Killer Model能成长为Killer App吗?

    mp.weixin.qq.com

  4. Inflection创始人:从DeepMind到Pi,AI智能体如何迎来寒武纪大爆发

    mp.weixin.qq.com

  5. 英伟达推出ACE for Games游戏定制化AI方案,实现智能NPC,对话,动画

    mp.weixin.qq.com

案例:

  1. Drag3D: DragGAN meets GET3D

    github.com

  2. AI「复刻」现实女友爆火!国外小哥开源GirlfriendGPT

    mp.weixin.qq.com

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