AIGC周刊 | 第29期

时间: 2023.5.22-2023.5.28

本周大事记

1. Meta发布大规模多语言语音(MMS)项目

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2. State of GPT:Andrej Karpathy揭秘OpenAI大模型原理和训练过程

视频:

ppt: https://karpathy.ai/stateofgpt.pdf

read more

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

    主页:omriavrahami.com

  8. Voyager: An Open-Ended Embodied Agent with Large Language Models

    论文:arxiv.org

    代码:github.com

  9. ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation

    论文:arxiv.org

    主页:ml.cs.tsinghua.edu.cn

  10. On Architectural Compression of Text-to-Image Diffusion Models

    论文:arxiv.org

  11. Unsupervised Semantic Correspondence Using Stable Diffusion

    论文:arxiv.org

  12. The False Promise of Imitating Proprietary LLMs

    论文:arxiv.org

  13. PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents

    论文:arxiv.org

  14. Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach

    论文:arxiv.org

  15. Control-A-Video: Controllable Text-to-Video Generation with Diffusion Models

    论文:controlavideo.github.io

  16. ControlVideo: Training-free Controllable Text-to-Video Generation

    论文:arxiv.org

  17. RWKV: Reinventing RNNs for the Transformer Era

    arxiv.org

  18. Textually Pretrained Speech Language Models

    论文:arxiv.org

    主页:pages.cs.huji.ac.il

  19. Training Diffusion Models with Reinforcement Learning

    论文:arxiv.org

  20. Comparing Software Developers with ChatGPT: An Empirical Investigation

    论文:arxiv.org

  21. Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning

    论文:arxiv.org

  22. Pengi: An Audio Language Model for Audio Tasks

    论文:arxiv.org

  23. Cross-Lingual Supervision improves Large Language Models Pre-training

    论文:arxiv.org

  24. Optimizing Stable Diffusion for Intel CPUs with NNCF and Optimum

    huggingface.co

  25. 世界的参数倒影:为何GPT通过Next Token Prediction可以产生智能

    zhuanlan.zhihu.com

课程:

  1. 如何使用 Megatron-LM 训练语言模型

    mp.weixin.qq.com

  2. 斯坦福CS25课程:Transformers United V2

    www.youtube.com

  3. AI Canon:生成人工智能资源清单

    a16z.com

商业:

  1. Chatbot Arena Leaderboard Updates (Week 4)

    lmsys.org

  2. 大模型LLM领域,有哪些可以作为学术研究方向?

    www.zhihu.com

  3. 中国的OpenAI,藏在这几栋楼里

    mp.weixin.qq.com

  4. “AI教父”Geoffrey Hinton:智能进化的下一个阶段

    mp.weixin.qq.com

  5. C-Eval: 构造中文大模型的知识评估基准

    mp.weixin.qq.com

  6. 创业公司的九种商业模式和定价策略

    mp.weixin.qq.com

案例:

  1. 类DragGAN演示视频

    huggingface.co

  2. 暴雪自研AIGC图像工具Blizzard Diffusion:部分美术团队已在试用mp.weixin.qq.com

  3. AI大模型如何在行业实际落地:企业对话场景拥抱大模型之路

    mp.weixin.qq.com

  4. 翻译视频并对齐嘴型

    app.rask.ai

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