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LLM Fine-Tuning with Hugging Face: LoRA, QLoRA, PEFT
Understand Hugging Face Transformers and how Transformer models power modern NLP and Generative AI applications.. Use Hugging Face pipelines, checkpoints, datasets, tokenizers, Auto Classes, and Spaces for practical AI projects. — $9.99 today (93% off), listed until Aug 5.
by KGP Talkie | Laxmi Kant · ⭐ 4.4 via Udemy · 7,461 students · English
$9.99$149.9993% OFF
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✓ 93% discount manually re-verified, not an estimate.
✓ Certificate + lifetime access included by Udemy.
⚠ Redemption-limited — can run out without notice.
Price history First-party data
Tracked since January 29, 2025 to August 1, 2026. Red dot = current price ($9.99) — CoursesWyn records the price on each sync.
Current price
$9.99
Original price
$149.99
Tracked since
January 29, 2025
Last checked
Aug 1
Price and coupon status are recorded from a periodic sync of Udemy’s public catalog. This snapshot was taken on August 1, 2026. Prices are always confirmed at checkout on the provider’s site.
Deal score Computed, methodology below
8.8
/ 10
Discount depth
93%
Udemy rating
4.4 / 5
Popularity
7,461 students
Tracking length
563 days
Score = weighted average of discount depth, how often CoursesWyn re-checks this code, historical price volatility, and how fast past redemptions were claimed. Not an editorial opinion on the course itself.
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Jan 29, 2025Listed by CoursesWyn — price recorded at $9.99Listed
Aug 1, 2026Coupon checked — checkout price $9.99 · listed until Aug 5Working
Course details Synced from Udemy
Fields below are pulled from Udemy’s public catalog and recorded when CoursesWyn syncs — they are catalog data, not editorial description.
| Last checked | August 1, 2026 |
| Level | All Levels |
| Content | 20 hours 30 minutes |
| Language | English |
| Requirements | Basic Python programming knowledge is required to follow the coding projects and fine-tuning notebooks. · Basic understanding of machine learning or deep learning will be helpful but not strictly required. |
| Certificate | Yes, on completion |
| Access | Lifetime, mobile & TV |
What you'll learn From the course description
Understand Hugging Face Transformers and how Transformer models power modern NLP and Generative AI applications.
Use Hugging Face pipelines, checkpoints, datasets, tokenizers, Auto Classes, and Spaces for practical AI projects.
Learn Transformer architecture including attention, QKV vectors, encoder-decoder blocks, and positional encoding.
Fine-tune transformers for text classification, question answering, natural language inference, text summarization, and machine translation.
Understand BERT architecture, masked language modeling, next sentence prediction, and BERT fine-tuning.
Fine-tune BERT for multi-class sentiment classification and build a Streamlit app for real-time prediction.
Fine-tune DistilBERT, MobileBERT, and TinyBERT for fake news detection and performance benchmarking.
Fine-tune Transformer models for NER, text summarization, image classification, and custom NLP tasks.
Learn PEFT, LoRA, QLoRA, 4-bit quantization, and fine-tune LLMs on custom datasets.
Fine-tune LLaMA-style chat models and Qwen3-TTS audio models for voice cloning and custom speech generation.
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