| File Name: | LLM Fine-Tuning Mastery: Basic to Advanced & Cloud Deploy |
| Content Source: | https://www.udemy.com/course/llm-fine-tuning-mastery-basic-to-advanced-cloud-deploy/?couponCode=LETSLEARNNOW |
| Genre / Category: | Other Tutorials |
| File Size : | 4.7 GB |
| Publisher: | Rahul Raj |
| Updated and Published: | July 4, 2025 |
Master the complete spectrum of Large Language Model fine-tuning with the most comprehensive hands-on course available today. This intensive program transforms you from foundational concepts to enterprise-level deployment, covering cutting-edge techniques across multiple architectures and cloud platforms.
What You’ll Learn
Advanced Fine-Tuning Methodologies:
- Master LoRA (Low-Rank Adaptation) for parameter-efficient training that reduces computational costs while maintaining model performance23
- Implement QLoRA (Quantized LoRA) for memory-optimized fine-tuning in resource-constrained environments
- Deploy RLHF (Reinforcement Learning ) to create aligned AI systems that follow human preferences
- Apply DPO (Direct Preference Optimization) for improved model behavior without complex reinforcement learning pipelines
- Apply Model Distillation for Knowledge transfer from a large model to a smaller model
Multi-Architecture Model Training:
- Fine-tune BERT models for specialized text understanding and classification tasks
- Customize Mistral models for domain-specific applications requiring efficient performance
- Adapt GPT architectures for conversational AI text generation systems
- Optimize LLaMA models for professional-grade applications
- Configure Cohere models for production-ready natural language processing workflows
- Deploy on Hugging Face Hub: Master model uploading, versioning, and sharing using push_to_hub() functionality for seamless model distribution
Who this course is for:
- Fine tune LLMs
DOWNLOAD LINK: LLM Fine-Tuning Mastery: Basic to Advanced & Cloud Deploy
LLM_Fine-Tuning_Mastery_Basic_to_Advanced_Cloud_Deploy.part1.rar – 1000.0 MB
LLM_Fine-Tuning_Mastery_Basic_to_Advanced_Cloud_Deploy.part2.rar – 1000.0 MB
LLM_Fine-Tuning_Mastery_Basic_to_Advanced_Cloud_Deploy.part3.rar – 1000.0 MB
LLM_Fine-Tuning_Mastery_Basic_to_Advanced_Cloud_Deploy.part4.rar – 1000.0 MB
LLM_Fine-Tuning_Mastery_Basic_to_Advanced_Cloud_Deploy.part5.rar – 794.9 MB
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