Deep learning videos
Here is a subset of videos i'm proud of - you can find more on my YouTube.Note: most of my videos are > 1 hr long - I never optimized for clicks (my best performing videos were beginner friendly) i optimized for a) learning and b) teaching others the state of the art in machine learning research and engineering.
Scale ad infinitum
Building my deep learning rig back in London while i worked for DeepMind
Geometric ML
Learn JAX (used this to learn JAX as a preparation for DeepMind gig)
My journey to DeepMind
Talks with ML people
Flash Attention 2.0
with Tri Dao (Princeton, TogetherAI)
Convergence of Vision & Language
with Lucas Beyer (Meta, OpenAI, Google DeepMind)
GPT-Fast - blazingly fast inference with PyTorch
with Horace He (PyTorch, Thinking Machines)
State Space Models
with Albert Gu & Karan Goel (Cartesia AI)
TacticAI: an AI assistant for football tactics
with Petar Veličković (Google DeepMind)
Fine-tune LLMs 30x faster
with Daniel Han (Unsloth AI)
The case for open-source!
with Thomas Wolf (HuggingFace)
answer.ai - what is wrong with the academia and industry
with Jeremy Howard (Answer.AI, Fast.ai)
DALL-E 3
with James Betker (OpenAI)
ML paper & code series
OpenAI CLIP
Paper walkthrough.
Facebook DETR
End to end object detection with transformers
Ultimate Guide to Diffusion Models
Denoising Diffusion Probabilistic Models
Diffusion Models Beat GANs on Image Synthesis
Paper and code walkthrough
OpenAI GLIDE (Diffusion)
Towards Photorealistic Image Generation and Editing
Stable Diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
OpenAI Whisper
Robust Speech Recognition via Large-Scale Weak Supervision
