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SS24_mNLP
Lectures
L11: LLMs & Instruction Tuning
L11: LLMs & Instruction Tuning
Tamamlama Gereklilikleri
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11-llms.pdf
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◄ L10: (Multilingual) Sentence Encoders
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Ankündigungen
L1: Languages
L2: Neural Language Modeling & Tokenization
L3: Training Neural LMs
L4: Attention & Transformer
L5: Cross-Lingual Word Embeddings
L5: CLWEs (Recording)
L6: Multilingual LMs and Cross-Lingual Transfer
L7: Curse of Multilinguality
L8: Word Alignment
L9: Text Generation (NMT)
L10: (Multilingual) Sentence Encoders
Exercise 1 - Intro to LM
Exercise 2 - Backprop & Improved Training
Exercise 3 - Masked Language Modeling with Transformers
Projects
Exercise 04 - NLP Frameworks
Exercise 05 - PEFT
Exercise 05 - Solutions
Exercise 06 - Token-Level-Transfer
Exercise 06 - Solutions
Exercise 07 - Neural Machine Translation
Exercise 07 - Solutions
Exercise 08 - Sentence Representations
Exercise 08 - Solutions
Project presentation and code
Exam results and grades
Exercise 1 - Intro to LM ►
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