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Text-Generation-LoRA-and-Knowledge-Distillation
Text-Generation-LoRA-and-Knowledge-Distillation PublicThis repository contains the solutions and discussions for Assignment #2 of the course E0270: Machine Learning. The assignment covers three main topics: Text Generation with GPT-2, Low Rank Adaptat…
Python 1
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Modelling-Indian-Names
Modelling-Indian-Names PublicUsed patterns in Indian names that models could learn, modelling those using n-gram models, then moved to neural n-gram and RNN models.
Jupyter Notebook
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Comparison_Analysis_of_embeddings
Comparison_Analysis_of_embeddings PublicConducted intrinsic evaluation of word embeddings through analogy and similarity tests, comparing the custom Skip-gram model’s performance against Google’s pre-trained Word2Vec model to assess the …
Jupyter Notebook
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EditEval
EditEval PublicForked from AnushkaAmte/EditEval
Course Work Project for DS:207 Introduction to NLP at IISc
Jupyter Notebook
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Translation-Using-Sequence-to-Sequence-Modelling
Translation-Using-Sequence-to-Sequence-Modelling PublicTranslating Indian Names to Hindi, a sequence-to-sequence modeling task, using character-level conditional language models.
Python
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Determining-Equivalence-of-Quora-Question-Pairs
Determining-Equivalence-of-Quora-Question-Pairs PublicJupyter Notebook
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