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LLM Fine-Tuning Course – From Supervised FT to RLHF, LoRA, and Multimodal
by freeCodeCamp.org on YouTube
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4m 26s
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I need to fine-tune an 8B model on my custom dataset. Walk me through the exact steps from data prep to inference.
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All key moments
- 3:42 → 5:12
Fine-tuning 8B Model: Data Preparation
This segment explains the initial steps of preparing data for fine-tuning, which is crucial for customizing an 8B model.
- 9:46 → 11:42
Fine-tuning 8B Model: Parameter Efficient Techniques
This section covers parameter-efficient techniques like LoRA, which are vital for fine-tuning large models efficiently.
- 1:42:58 → 1:43:58
Inference with Fine-tuned 8B Model
This part explains how to perform inference with a fine-tuned model, completing the process from data prep to inference.
Shared by Yash Wanvari
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