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Training a Unitree G1 to Walk w/ Reinforcement Learningsentdex · 53.3K views · 10 mo agoStatQuest: Career Advice from Tech Industry LeadersStatQuest with Josh Starmer · 33.7K views · 1 yr agoReinforcement Learning with Human Feedback (RLHF), Clearly Explained!!!StatQuest with Josh Starmer · 80.1K views · 1 yr agoReinforcement Learning with Neural Networks: Mathematical DetailsStatQuest with Josh Starmer · 34.4K views · 1 yr agoHow I use LLMsAndrej Karpathy · 2.9M views · 1 yr agoDeep Dive into LLMs like ChatGPTAndrej Karpathy · 10.2M views · 1 yr agoUmar Jamil Live StreamUmar Jamil · 1 yr agoFlash Attention derived and coded from first principles with Triton (Python)Umar Jamil · 108.7K views · 1 yr agoCoding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanationUmar Jamil · 147.3K views · 2 yr agoLet's reproduce GPT-2 (124M)Andrej Karpathy · 1.2M views · 2 yr agoML Interpretability: feature visualization, adversarial example, interp. for language modelsUmar Jamil · 13.1K views · 2 yr agoKolmogorov-Arnold Networks: MLP vs KAN, Math, B-Splines, Universal Approximation TheoremUmar Jamil · 41K views · 2 yr agoDirect Preference Optimization (DPO) explained: Bradley-Terry model, log probabilities, mathUmar Jamil · 40.6K views · 2 yr agoReinforcement Learning from Human Feedback explained with math derivations and the PyTorch code.Umar Jamil · 79.2K views · 2 yr agoLet's build the GPT TokenizerAndrej Karpathy · 1.3M views · 2 yr agoMamba and S4 Explained: Architecture, Parallel Scan, Kernel Fusion, Recurrent, Convolution, MathUmar Jamil · 68.7K views · 2 yr agoMistral / Mixtral Explained: Sliding Window Attention, Sparse Mixture of Experts, Rolling BufferUmar Jamil · 43.2K views · 2 yr agoDistributed Data Parallel (DDP) with PyTorch: complete tutorial with cloud infrastructure and codeUmar Jamil · 42.8K views · 2 yr agoQuantization explained with PyTorch - Post-Training Quantization, Quantization-Aware TrainingUmar Jamil · 62.3K views · 2 yr agoRetrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW)Umar Jamil · 92.3K views · 2 yr ago[1hr Talk] Intro to Large Language ModelsAndrej Karpathy · 4.3M views · 2 yr agoBERT explained: Training, Inference, BERT vs GPT/LLamA, Fine tuning, [CLS] tokenUmar Jamil · 87.5K views · 3 yr agoCoding Stable Diffusion from scratch in PyTorchUmar Jamil · 225.6K views · 3 yr agoLet's build GPT: from scratch, in code, spelled out.Andrej Karpathy · 8.2M views · 3 yr ago
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