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Quantization Explained With PyTorch - Post-Training Quantization, Quantization-Aware Training
50:55
Umar Jamil
Quantization Explained With PyTorch - Post-Training Quantization, Quantization-Aware Training
EN 12,868 Aufrufe Download
Attention Is All You NeedTransformer- Model Explanationincluding Math., Inference And Training
58:04
Umar Jamil
Attention Is All You NeedTransformer- Model Explanationincluding Math., Inference And Training
EN 306,023 Aufrufe Download
Direct Preference OptimizationDPOExplainedBradley-Terry Model, Log Probabilities, Math
48:46
Umar Jamil
Direct Preference OptimizationDPOExplainedBradley-Terry Model, Log Probabilities, Math
EN 5,554 Aufrufe Download
Coding A Transformer From Scratch On PyTorch, With Full Explanation, Training And Inference.
2:59:24
Umar Jamil
Coding A Transformer From Scratch On PyTorch, With Full Explanation, Training And Inference.
EN 133,996 Aufrufe Download
Distributed Training With PyTorchComplete Tutorial With Cloud Infrastructure And Code
1:12:53
Umar Jamil
Distributed Training With PyTorchComplete Tutorial With Cloud Infrastructure And Code
EN 9,287 Aufrufe Download
Reinforcement Learning From Human Feedback Explained With Math Derivations And The PyTorch Code.
2:15:13
Umar Jamil
Reinforcement Learning From Human Feedback Explained With Math Derivations And The PyTorch Code.
EN 10,935 Aufrufe Download
LLaMA ExplainedKV-Cache, Rotary Positional Embedding, RMS Norm, Grouped Query Attention, SwiGLU
1:10:55
Umar Jamil
LLaMA ExplainedKV-Cache, Rotary Positional Embedding, RMS Norm, Grouped Query Attention, SwiGLU
EN 45,945 Aufrufe Download
Mistral / Mixtral ExplainedSliding Window Attention, Sparse Mixture Of Experts, Rolling Buffer
1:26:21
Umar Jamil
Mistral / Mixtral ExplainedSliding Window Attention, Sparse Mixture Of Experts, Rolling Buffer
EN 21,511 Aufrufe Download
BERT ExplainedTraining, Inference, BERT Vs GPT/LLamA, Fine Tuning,CLSToken
54:52
Umar Jamil
BERT ExplainedTraining, Inference, BERT Vs GPT/LLamA, Fine Tuning,CLSToken
EN 27,033 Aufrufe Download
Coding LLaMA 2 From Scratch In PyTorch - KV Cache, Grouped Query Attention, Rotary PE, RMSNorm
3:04:11
Umar Jamil
Coding LLaMA 2 From Scratch In PyTorch - KV Cache, Grouped Query Attention, Rotary PE, RMSNorm
EN 27,178 Aufrufe Download
Retrieval Augmented GenerationRAGExplainedEmbedding, Sentence BERT, Vector DatabaseHNSW.
49:24
Umar Jamil
Retrieval Augmented GenerationRAGExplainedEmbedding, Sentence BERT, Vector DatabaseHNSW.
EN 42,972 Aufrufe Download
Coding Stable Diffusion From Scratch In PyTorch
5:03:32
Umar Jamil
Coding Stable Diffusion From Scratch In PyTorch
EN 81,272 Aufrufe Download
Mamba And S4 ExplainedArchitecture, Parallel Scan, Kernel Fusion, Recurrent, Convolution, Math
1:14:29
Umar Jamil
Mamba And S4 ExplainedArchitecture, Parallel Scan, Kernel Fusion, Recurrent, Convolution, Math
EN 31,594 Aufrufe Download
Variational Autoencoder - Model, ELBO, Loss Function And Maths Explained Easily.
27:12
Umar Jamil
Variational Autoencoder - Model, ELBO, Loss Function And Maths Explained Easily.
EN 17,600 Aufrufe Download
HANA GUNA - CUT DHEA Cover By Umar Jamil Ft Farhan
3:34
Umar Jamil
HANA GUNA - CUT DHEA Cover By Umar Jamil Ft Farhan
EN 2,286 Aufrufe Download
Menghapus Jejakmu - Noah Cover By Umar Jamil Feat Moliza Hanum
3:45
Umar Jamil
Menghapus Jejakmu - Noah Cover By Umar Jamil Feat Moliza Hanum
EN 6,365 Aufrufe Download
CLIP - Paper Explanationtraining And Inference.
14:01
Umar Jamil
CLIP - Paper Explanationtraining And Inference.
EN 3,640 Aufrufe Download
LoRALow-Rank Adaptation Of Large Language Models - Explained Visually + PyTorch Code From Scratch
26:55
Umar Jamil
LoRALow-Rank Adaptation Of Large Language Models - Explained Visually + PyTorch Code From Scratch
EN 17,928 Aufrufe Download

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