Download Udemy - Edge AI with SLMs - Fine-Tuning and Local Deployment Torrent

Torrent Contents Size: 1.3 GB

Udemy - Edge AI with SLMs - Fine-Tuning and Local Deployment

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1 - FOUNDATIONS AND CONTEXT

1. Why Fine-Tuning on Edge.mp4

MP4

90 MB

2 - EFFICIENT FINE-TUNING TECHNIQUES

3 - DATA PREPARATION AND CONFIGURATION

10. Tools and Frameworks.mp4

MP4

70.3 MB

4 - EDGE DEPLOYMENT STRATEGY

11. Optimization for Edge Devices.mp4

MP4

80.2 MB

12. Quantization for Inference.mp4

MP4

78.9 MB

13. Packaging for Distribution.mp4

MP4

57.7 MB

14. Validation and Testing on Edge.mp4

MP4

65.8 MB

5 - PRACTICAL CASES

15. Case 1 - Enterprise Document Classification.mp4

MP4

60.3 MB

16. Case 2 - Technical Support Assistant.mp4

MP4

65.5 MB

17. Case 3 - Specialized Content Generation.mp4

MP4

58.7 MB

6 - BEST PRACTICES AND CONCLUSION

	18. Common Pitfalls.mp4	MP4	64 MB
	19. Near Future.mp4	MP4	78.7 MB

8. Data Selection and Preparation.mp4

MP4

70.1 MB

9. Key Hyperparameters.mp4

MP4

65.6 MB

4. Full Fine-Tuning vs. PEFT.mp4

MP4

69.6 MB

5. LoRA (Low-Rank Adaptation).mp4

MP4

63.1 MB

6. QLoRA (Quantized LoRA).mp4

MP4

57.7 MB

7. Post-Training Quantization.mp4

MP4

64.5 MB

2. Small Language Models - Recap.mp4

MP4

77.7 MB

3. What is Fine-Tuning.mp4

MP4

68 MB

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Udemy - Edge AI with SLMs - Fine-Tuning and Local Deployment

Torrent Contents Size: 1.3 GB

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