[ WebToolTip.com ] Udemy - LLM Quantization and Compression - Theoretical Core

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction/1. Introduction.mp4

29 MB

~Get Your Files Here !/1 - Introduction/2. Strategic Governance of Post-Training Quantization (PTQ).mp4

66 MB

~Get Your Files Here !/1 - Introduction/3. Practical Anatomy of Activation-aware Weight Quantization (AWQ).mp4

66 MB

~Get Your Files Here !/1 - Introduction/4. Foundational Models for Low-Rank Adaptation (LoRA).mp4

66 MB

~Get Your Files Here !/1 - Introduction/5. Core Principles of Pruning Theory.mp4

64 MB

~Get Your Files Here !/1 - Introduction/6. Understanding Architectural Trade-offs.mp4

50 MB

~Get Your Files Here !/1 - Introduction/7. Exploring Design Anti-patterns.mp4

62 MB

~Get Your Files Here !/2 - Machine Learning Paradigms & Bias-Variance Bounds/10. Advanced Concepts in Low-Rank Adaptation (LoRA).mp4

66 MB

~Get Your Files Here !/2 - Machine Learning Paradigms & Bias-Variance Bounds/11. Evaluating Pruning Theory.mp4

62 MB

~Get Your Files Here !/2 - Machine Learning Paradigms & Bias-Variance Bounds/12. Understanding Architectural Trade-offs.mp4

49 MB

~Get Your Files Here !/2 - Machine Learning Paradigms & Bias-Variance Bounds/13. Exploring Design Anti-patterns.mp4

59 MB

~Get Your Files Here !/2 - Machine Learning Paradigms & Bias-Variance Bounds/8. Analyzing Post-Training Quantization (PTQ).mp4

69 MB

~Get Your Files Here !/2 - Machine Learning Paradigms & Bias-Variance Bounds/9. Deep Dive into Activation-aware Weight Quantization (AWQ).mp4

68 MB

~Get Your Files Here !/3 - Deep Neural Networks & Gradient Propagation Models/14. Deconstructing Post-Training Quantization (PTQ).mp4

66 MB

~Get Your Files Here !/3 - Deep Neural Networks & Gradient Propagation Models/15. Analyzing Activation-aware Weight Quantization (AWQ).mp4

69 MB

~Get Your Files Here !/3 - Deep Neural Networks & Gradient Propagation Models/16. Foundational Models for Low-Rank Adaptation (LoRA).mp4

65 MB

~Get Your Files Here !/3 - Deep Neural Networks & Gradient Propagation Models/17. Introduction to Pruning Theory.mp4

64 MB

~Get Your Files Here !/3 - Deep Neural Networks & Gradient Propagation Models/18. Advanced Concepts in Architectural Trade-offs.mp4

63 MB

~Get Your Files Here !/3 - Deep Neural Networks & Gradient Propagation Models/19. Core Principles of Design Anti-patterns.mp4

63 MB

~Get Your Files Here !/4 - Natural Language Processing & Embedding Geometries/20. Introduction to Post-Training Quantization (PTQ).mp4

65 MB

~Get Your Files Here !/4 - Natural Language Processing & Embedding Geometries/21. Advanced Concepts in Activation-aware Weight Quantization (AWQ).mp4

68 MB

~Get Your Files Here !/4 - Natural Language Processing & Embedding Geometries/22. Core Principles of Low-Rank Adaptation (LoRA).mp4

64 MB

~Get Your Files Here !/4 - Natural Language Processing & Embedding Geometries/23. Evaluating Pruning Theory.mp4

60 MB

~Get Your Files Here !/4 - Natural Language Processing & Embedding Geometries/24. Exploring Architectural Trade-offs.mp4

66 MB

~Get Your Files Here !/4 - Natural Language Processing & Embedding Geometries/25. Understanding Design Anti-patterns.mp4

60 MB

~Get Your Files Here !/5 - Transformer Architectures & Self-Attention Mechanics/26. Evaluating Post-Training Quantization (PTQ).mp4

70 MB

~Get Your Files Here !/5 - Transformer Architectures & Self-Attention Mechanics/27. Exploring Activation-aware Weight Quantization (AWQ).mp4

69 MB

~Get Your Files Here !/5 - Transformer Architectures & Self-Attention Mechanics/28. Understanding Low-Rank Adaptation (LoRA).mp4

66 MB

~Get Your Files Here !/5 - Transformer Architectures & Self-Attention Mechanics/29. Practical Anatomy of Pruning Theory.mp4

57 MB

~Get Your Files Here !/5 - Transformer Architectures & Self-Attention Mechanics/30. Deconstructing Architectural Trade-offs.mp4

66 MB

~Get Your Files Here !/5 - Transformer Architectures & Self-Attention Mechanics/31. Analyzing Design Anti-patterns.mp4

62 MB

~Get Your Files Here !/6 - Reinforcement Learning & Markov Decision Steps/32. Foundational Models for Post-Training Quantization (PTQ).mp4

68 MB

~Get Your Files Here !/6 - Reinforcement Learning & Markov Decision Steps/33. Core Principles of Activation-aware Weight Quantization (AWQ).mp4

68 MB

~Get Your Files Here !/6 - Reinforcement Learning & Markov Decision Steps/34. Evaluating Low-Rank Adaptation (LoRA).mp4

66 MB

~Get Your Files Here !/6 - Reinforcement Learning & Markov Decision Steps/35. Exploring Pruning Theory.mp4

63 MB

~Get Your Files Here !/6 - Reinforcement Learning & Markov Decision Steps/36. Understanding Architectural Trade-offs.mp4

62 MB

~Get Your Files Here !/6 - Reinforcement Learning & Markov Decision Steps/37. Practical Anatomy of Design Anti-patterns.mp4

60 MB

~Get Your Files Here !/7 - Explainable AI, Model Auditing & Ethical Governance/38. Practical Anatomy of Post-Training Quantization (PTQ).mp4

66 MB

~Get Your Files Here !/7 - Explainable AI, Model Auditing & Ethical Governance/39. Deconstructing Activation-aware Weight Quantization (AWQ).mp4

68 MB

~Get Your Files Here !/7 - Explainable AI, Model Auditing & Ethical Governance/40. Analyzing Low-Rank Adaptation (LoRA).mp4

67 MB

~Get Your Files Here !/7 - Explainable AI, Model Auditing & Ethical Governance/41. Deep Dive into Pruning Theory.mp4

61 MB

~Get Your Files Here !/7 - Explainable AI, Model Auditing & Ethical Governance/42. Advanced Concepts in Architectural Trade-offs.mp4

64 MB

~Get Your Files Here !/7 - Explainable AI, Model Auditing & Ethical Governance/43. Core Principles of Design Anti-patterns.mp4

63 MB

~Get Your Files Here !/8 - Generative Models GANs & Latent Diffusion Systems/44. Understanding Post-Training Quantization (PTQ).mp4

66 MB

~Get Your Files Here !/8 - Generative Models GANs & Latent Diffusion Systems/45. Core Principles of Activation-aware Weight Quantization (AWQ).mp4

68 MB

~Get Your Files Here !/8 - Generative Models GANs & Latent Diffusion Systems/46. Understanding Low-Rank Adaptation (LoRA).mp4

66 MB

~Get Your Files Here !/8 - Generative Models GANs & Latent Diffusion Systems/47. Practical Anatomy of Pruning Theory.mp4

64 MB

~Get Your Files Here !/8 - Generative Models GANs & Latent Diffusion Systems/48. Deconstructing Architectural Trade-offs.mp4

63 MB

~Get Your Files Here !/8 - Generative Models GANs & Latent Diffusion Systems/49. Analyzing Design Anti-patterns.mp4

62 MB

~Get Your Files Here !/Bonus Resources.txt

70 B