AIGC Weekly | #45

AIGC Top Papers and AI news of the week

Top Papers of the week（Dec 04 - Dec 10）

1. Gemini: A Family of Highly Capable Multimodal Models( google blog | gemini report)

2. Self-conditioned Image Generation via Generating Representations (paper | code )

3. EfficientSAM:Leveraged Masked Image Pretraining for Efficient Segment Anything(paper | webpage)

4. Sequential Modeling Enables Scalable Learning for Large Vision Models(paper)

5. MagicAnimate:Temporally Consistent Human Image Animation using Diffusion Model(paper | webpage | code )

6. Mamba: Linear-Time Sequence Modeling with Selective State Spaces(paper)

7. Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses(paper)

8. MegaBlocks: Efficient Sparse Training with Mixture-of-Experts(paper)

9. Pearl: A Production-ready Reinforcement Learning Agent(paper | webpage | code )

10. Efficient Large Language Models: A Survey(paper | repo )

AIGC News of the week（Dec 04 - Dec 10）

1.Apple's OpenSource ML Framework for Mac(mlx repo | examples )

2.Illustrated LLM OS: An Implementational Perspective(hugging face blog)

3.Grok begins rolling out to X Premium+ users (twitter )

4.llama-mistral：Inference code for Mistral and Mixtral hacked up into original Llama implementation (repo | model )

5.A Guide on 12 Tuning Strategies for Production-Ready RAG Applications (link )

Daily Papers of the week（Dec 04 - Dec 10）

1. 2023.12.04

2. 2023.12.05

3. 2023.12.06

4. 2023.12.07

5. 2023.12.08