时间: 2023.8.21-2023.8.28
最新技术:
Code Llama: Open Foundation Models for Code
https://ai.meta.com/research/publications/code-llama-open-foundation-models-for-code/
SeamlessM4T—Massively Multilingual & Multimodal Machine Translation
Instruction Tuning for Large Language Models: A Survey
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities
Giraffe: Adventures in Expanding Context Lengths in LLMs
IT3D: Improved Text-to-3D Generation with Explicit View Synthesis
A Survey on Large Language Model based Autonomous Agents
Prompt2Model: Generating Deployable Models from Natural Language Instructions
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
Language to Rewards for Robotic Skill Synthesis
Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs?
ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate https://github.com/thunlp/ChatEval
Structured World Models from Human Videos
CharacterChat: Learning towards Conversational AI with Personalized Social Support
Reinforced Self-Training (ReST) for Language Modeling https://arxiv.org/pdf/2308.08998.pdf
OCR Language Models with Custom Vocabularies https://arxiv.org/pdf/2308.09671.pdf
Consciousness in Artificial Intelligence: Insights from the Science of Consciousness
课程:
FaceChain 开源项目原理解析
大模型研发核心:数据工程、自动化评估及与知识图谱的结合
Finetuning Large Language Models
https://www.deeplearning.ai/short-courses/finetuning-large-language-models
Stanford XCS224U: Natural Language Understanding https://www.youtube.com/playlist?list=PLoROMvodv4rOwvldxftJTmoR3kRcWkJBp
商业:
关于发布《网络安全标准实践指南——生成式人工智能服务内容标识方法》的通知
OpenAI首席科学家:通向无监督学习之路
GPT-3.5 Turbo fine-tuning and API updates
https://openai.com/blog/gpt-3-5-turbo-fine-tuning-and-api-updates
案例:
达芬奇手稿的sd模型
支持文字的文生图模型
Introducing IDEFICS: An Open Reproduction of State-of-the-Art Visual Language Model
后记:
《AIGC周刊》从2022年11月14日开始更新第1期,到今天2023年8月28日,刚好更新了42期。
我决定《AIGC周刊》第42期之后,不再更新,后面会换一种新的形式和大家见面,敬请关注。
prompt: A photo of Elon Musk holding a cardboard sign that says "I love AIGC Weekly”, wallpaper, vibrant