Pinned Repositories
API-AI-HCI
Clustering-and-Validation-Analysis-on-macroeconomic-indicators
Duplicate-Detection-for-Job-Postings-using-Milvus
Fine-Tuning-LLM-Flan-T5-model-dialogue-summarization
Fine-tune the Flan-T5 model for enhanced dialogue summarization. You will first explore a full fine-tuning approach and evaluate the results with ROUGE metrics ,performing Parameter-Efficient Fine-Tuning (PEFT), evaluate the resulting model and see that the benefits of PEFT outweigh the slightly-lower performance metrics.
HateSpeech-Detection-in-hindi-Using-NLP
Multi-class-Hate-Detection-in-Gujarati-social-media-Text
Gujarati Hate Speech Dataset and classification model
Prompt-Engineering-on-a-dialogue-summarization-task
Performing Prompt engineering on a dialogue summarization task using Flan-T5 and the dialogsum dataset. Exploring how different prompts affect the output of the model, and compare zero-shot and few-shot inferences.
RAG-On-Clinical-Data
• Enhancing accuracy of patient risk prediction models by fine-tuning ClinicalBERT on the MIMIC-III dataset. • Generating detailed patient health summaries by Augmenting Large Language Models (LLMs) with ClinicalBERT
Skill-Based-Model-Based-RL
Skill Based Model Based Reinforcement Learning on D4RL PointMaze Environment
SyllabusDirectory
DhruvMiyani's Repositories
DhruvMiyani/HateSpeech-Detection-in-hindi-Using-NLP
DhruvMiyani/Multi-class-Hate-Detection-in-Gujarati-social-media-Text
Gujarati Hate Speech Dataset and classification model
DhruvMiyani/Duplicate-Detection-for-Job-Postings-using-Milvus
DhruvMiyani/Global-Carbon-Di-Oxide-Emission-Visualization
DhruvMiyani/RAG-On-Clinical-Data
• Enhancing accuracy of patient risk prediction models by fine-tuning ClinicalBERT on the MIMIC-III dataset. • Generating detailed patient health summaries by Augmenting Large Language Models (LLMs) with ClinicalBERT
DhruvMiyani/SyllabusDirectory
DhruvMiyani/API-AI-HCI
DhruvMiyani/Clustering-and-Validation-Analysis-on-macroeconomic-indicators
DhruvMiyani/Fine-Tuning-LLM-Flan-T5-model-dialogue-summarization
Fine-tune the Flan-T5 model for enhanced dialogue summarization. You will first explore a full fine-tuning approach and evaluate the results with ROUGE metrics ,performing Parameter-Efficient Fine-Tuning (PEFT), evaluate the resulting model and see that the benefits of PEFT outweigh the slightly-lower performance metrics.
DhruvMiyani/HateSpeechDataSet
DhruvMiyani/InnoCentive-challenge-PPSU
Jab notify - Mobile application
DhruvMiyani/Planning_CEM
CS 5100 , Project :Skill Based Model Based Reinforcement Learning on D4RL PointMaze Environment
DhruvMiyani/Prompt-Engineering-on-a-dialogue-summarization-task
Performing Prompt engineering on a dialogue summarization task using Flan-T5 and the dialogsum dataset. Exploring how different prompts affect the output of the model, and compare zero-shot and few-shot inferences.
DhruvMiyani/Skill-Based-Model-Based-RL
Skill Based Model Based Reinforcement Learning on D4RL PointMaze Environment
DhruvMiyani/The-Sparks-Foundation-Internship
DhruvMiyani/Dialogue-Summarization-Hugging-Face-Transformers
Insights into model capabilities, inference effectiveness, and performance enhancement through fine-tuning.
DhruvMiyani/IE-6400_Projects
DhruvMiyani/Keyword-Network-and-Word-Frequency-Analysis
IE 6600 Project
DhruvMiyani/MLOps-ie7374
Machine Learning In Production (MLOps)
DhruvMiyani/pacman_code
This is start code of assignment 1
DhruvMiyani/skimo
Skill-based Model-based Reinforcement Learning (CoRL 2022)
DhruvMiyani/Transformers-architecture