Small Data Science for Russian Adventurers

#ссылки
Один из каталогов "лучших статей в ML" https://github.com/dmarx/anthology-of-modern-ml

Из обновлений последних лет:
2022
- Chinchilla - Training Compute-Optimal Large Language Models
- Stable Diffusion - High-Resolution Image Synthesis with Latent Diffusion Models
- Instruct tuning - Training language models to follow instructions with human feedback
- Efficient diffusion sampling - Elucidating the Design Space of Diffusion-Based Generative Models
- Diffusion as a de-corruption process - Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise

2023
- ToolFormer - Toolformer: Language Models Can Teach Themselves to Use Tools
- Gaussian Splatting - 3D Gaussian Splatting for Real-Time Radiance Field Rendering

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14.7K viewsNov 27, 2023 at 10:31

#ссылки
Один из каталогов "лучших статей в ML" https://github.com/dmarx/anthology-of-modern-ml

Из обновлений последних лет:
2022
- Chinchilla - Training Compute-Optimal Large Language Models
- Stable Diffusion - High-Resolution Image Synthesis with Latent Diffusion Models
- Instruct tuning - Training language models to follow instructions with human feedback
- Efficient diffusion sampling - Elucidating the Design Space of Diffusion-Based Generative Models
- Diffusion as a de-corruption process - Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise

2023
- ToolFormer - Toolformer: Language Models Can Teach Themselves to Use Tools
- Gaussian Splatting - 3D Gaussian Splatting for Real-Time Radiance Field Rendering

BY Small Data Science for Russian Adventurers