#ai #llm Created at 2022-12-14 # [Anonymous feedback](https://www.admonymous.co/louis030195) # [[Epistemic status]] #shower-thought #to-digest # Related - [[GT3 - lexicat art - stable diffusion]] - [[Evaluating LLM]] - [[AI assisted research]] - [[Jiddu Krishnamurti and multimodal AI]] - [[Safety]] - [[Computing/Intelligence/Machine Learning/Attention]] # TODO > [!TODO] TODO > 0:00 - Intro 1:03 - ClearML 2:08 - OOD Detection 4:21 - Imagen 5:19 - Diffusion Model Design 7:07 - ProcTHOR 8:58 - Instilling Human Biases 10:46 - Neural Document Retrieval 12:35 - High Dimensional SGD 13:14 - Gradient Descent: The Ultimate Optimizer 15:00 - Riemannian Diffusion Models 16:09 - Gradient Estimation for Discrete Values 17:27 - Chinchilla 19:03 - Beyond Neural Scaling Laws via Pruning 20:23 - On-Demand Multi-Distribution Learning 22:18 - LAION-5B 23:15 - MineDOJO > # NIPS 2022 https://www.youtube.com/watch?v=Io6r7K2-TGQ&list=PPSV ## ProcTHOR ## Neural Document Retrieval ![[Pasted image 20221214183232.png]] ## Riemannian Diffusion Models ![[Pasted image 20221214183311.png]] ## Chinchilla ![[Pasted image 20221214183555.png]] ![[Pasted image 20221214183725.png]]