10-minute paper (episode 32): A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

10-minute paper (episode 31): Self-Supervised Learning from Images I-JEPA

Mojo - First impression

10-minute paper (episode 30): ColT5 (Part 1): Faster, Long-Range Transformers

10 minutes paper (episode 29): Table Extraction

10 minutes paper (episode 28): AliBi; Train Short, Test Long

Ray (Episode 4): Deploying 7B GPT using Ray

Ray (Episode 3): Memory management in Ray Object Store

Ray (Episode 2): Actor models

Ray (Episode 1): Remote function

10 minutes paper (episode 27): LLM powered autonomous agents

10 minutes paper (episode 26):Multi-Grained Vision Language Pre-Training: X-VLM

10 minutes paper (episode 25): Low Rank Adaptation: LoRA

AI-Code-Mastery (Episode 8): Fine-Tuning MPT-7B by Single GPU | Open-Source and Commercializable

10 minutes paper (episode 24): ViperGPT

10 minutes paper (episode 23): Unlocking Full Potential of Language Models with Chain-of-Thought

AI-Code-Mastery (Episode 7): Text2Image using Diffusion Model and ControlNet

AI-Code-Mastery (Episode 6): Explore the Best ML Challenge Websites and Datasets

AI-Code-Mastery (Episode 5): Zero-Shot document question answering with Flan-ULv2

AI-Code-Mastery (Episode 4): Torch Drug

10 minutes paper (episode 22); Beyond neural scaling laws

10 minutes paper (episode 21); LayoutReader

10 minutes paper (episode 20); InstructGPT

AI-Code-Mastery (Episode 3): Split

AI-Code-Mastery (Episode 2): alert, diffdir, conv, ocr

AI-Code-Mastery (Episode 1): Cython

10 minutes paper (episode 19); ConvNeXt: A ConvNet for the 2020s

10 minutes paper (episode 18); Similarity of Neural Network Representations Revisited

10 minutes paper (episode 17); Micro-Batch Training

Implement U-Net (PyTorch)