Udemy.LLM.Fine.Tuning.for.Beginners.HuggingFace.and.Unsloth.BOOKWARE-BLZiSO
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█ LLM Fine Tuning for Beginners █ ▀▀███▀▀
█ HuggingFace and Unsloth █ ▀▀███▀▀
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LLM Fine-Tuning for Beginners: HuggingFace & Unsloth is a beginner-
friendly, hands-on course that takes you from understanding how AI
models work all the way to fine-tuning state-of-the-art LLMs using
the latest techniques ù LoRA, QLoRA, DPO, and GRPO ù on both CUDA
GPUs and Apple Silicon.
No prior machine learning experience required. You will start from
the very basics and progressively build up to advanced fine-tuning
techniques used in production AI systems today.
What You'll Learn:
1. Introduction to Machine Learning & Natural Language Processing
(NLP) Libraries
Discover how to process, analyze, and derive insights from textual
data using popular NLP tools.
2. In-Depth Understanding of the Transformers Library
Dive deep into HuggingFaceÆs Transformers, the gold standard for
building state-of-the-art NLP and LLM solutions.
3. Evaluating AI Models
Measure performance using robust metrics and refine your models
for optimal results.
4. Fine-Tuning BERT for Text Classification
Customize pre-trained models or build your own from scratch with
Full training of a model
5. Fine-Tuning DistilBERT for Q&A
Understand how to fine-tune a DistilBERT model for Q&A classification
with SQuAD format dataset with HuggingFace library
6.BERT + LoRA and QLoRA for Text Classification
Understanding LoRA (Low Rank Adaptation) and QLoRA (Quantized Low Rank
Adaptation) for efficient training of LLMs on consumer grade GPUs
7. Fine-Tuning Qwen with LoRA and QLoRA on both CUDA and MLX on Apple Silicon
Understand how to fine-tune Qwen models on CUDA and MLX frameworks
8. DPO and GRPO ù Alignment and Reinforcement Learning
Understand DPO and GRPO instead of relaying on SFT alone and how its
going to help building and fine-tuning your custom AI Model
https://www.udemy.com/course/ai-with-huggingface
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▀▄▄▄ ▄▄█▓ ▀ .; Artwork updated 31.01.2005 ░ ▀
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| Path | Size |
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| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r00 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r01 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r02 | 95,37 MB |
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| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r04 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r05 | 95,37 MB |
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| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r51 | 95,37 MB |
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| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r54 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r55 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r56 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r57 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r58 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r59 | 95,37 MB |
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| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r74 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r75 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r76 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r77 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r78 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r79 | 95,37 MB |
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| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r82 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r83 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r84 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r85 | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.r86 | 43,82 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.rar | 95,37 MB |
| b-udymllinfeutingnofrebgniresuhgigngcfeanuolsht.sfv | 5,33 KB |
| blziso.nfo | 12,44 KB |