![[Machine Learning in Urdu/Hindi] 001- Introduction to Machine Learning -W1L2-HQ](https://i.ytimg.com/vi/6pM7N6NypcI/maxresdefault.jpg)
Agha Ali Raza - Youtube Channel
@aghaaliraza
Generative AI L30: Quantization
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Generative AI L29: Low Rank Adaptation (LoRA)
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Generative AI L23: Training the transformer
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![[Generative AI in Urdu/Hindi] Lecture 27: Quantization, RLHF, DPO (last lecture)](https://i.ytimg.com/vi/eAie81HO8_o/maxresdefault.jpg)
![[Generative AI in Urdu/Hindi] Lecture 26: Comparison of fine tuning methods, prefix tuning, LoRA](https://i.ytimg.com/vi/r-3pF4F4RDM/sddefault.jpg)
![[Generative AI in Urdu/Hindi] Lecture 25: Full FT, Parameter efficient FT, Adapter FT, Prompt Tuning](https://i.ytimg.com/vi/tDegkvIB8Ms/sddefault.jpg)
Generative AI L22: Decoding Strategies Part02
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![[Generative AI in Urdu/Hindi] Lecture 24: Fine-tuning, post training, purposes, procedures, methods](https://i.ytimg.com/vi/lUetFLCTOfM/sddefault.jpg)
Generative AI L21: Decoding Strategies Part01
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![[Generative AI in Urdu/Hindi] Lecture 23: Pre-training objectives of T5, fine-tuning purposes](https://i.ytimg.com/vi/B-p30yNxDDs/sddefault.jpg)
Generative AI L20: Transformers in Equations
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![[Generative AI in Urdu/Hindi] Lecture 22: Pre-training objectives of BERT](https://i.ytimg.com/vi/UQRhxg_LoUY/sddefault.jpg)
![[Generative AI in Urdu/Hindi] Lecture 21: Pre-training / Fine tuning of BERT, GPT, T5](https://i.ytimg.com/vi/znHrdTW7AOQ/sddefault.jpg)
Generative AI L19: Transformers Intuition
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![[Generative AI in Urdu/Hindi] Lecture 20: Decoder, test-time inference, sampling methods, training](https://i.ytimg.com/vi/4zfxVlAoi_U/maxresdefault.jpg)
![[Generative AI in Urdu/Hindi] Lecture 19: Types of attention, query key value matrix, encoder](https://i.ytimg.com/vi/XThg29q_2rk/maxresdefault.jpg)
Generative AI L17: BiRNNs and Stacked Deep RNNs
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