Pinned Repositories
Agri-Llama
Introducing an advanced RAG-based Question Answering System for Agriculture, seamlessly combining Llama-2 FAISS and Hugging Face's dataset for efficient and precise domain-specific responses.
applied-ml
đź“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Awesome-NLP-and-IR
A comprehensive resource for NLP and IR enthusiasts, covering topics from preprocessing to deep NLP, LLM efficiency, and retrieval-augmented generation.
EEG-Emotion-Classification
Hate-Speech-LSTM
LLM-FineTuning-for-Sentiment-Classification
Fine-Tuning Microsoft Phi-2 for financial news sentiment analysis improved accuracy from 0.349 to 0.872 and reduced training loss by 38%. Dataset: 4846 entries with "Neutral," "Positive," and "Negative" labels.
Prompt-Engineering-Guide
:octopus: Guides, papers, and resources for prompt engineering
RAG-with-KnowledgeGraph
RAG with Knowledge Graph
SolarPanel-Tilt-Optimization
The SolarPanel-Tilt-Optimization project uses machine learning to optimize solar panel angles for maximum efficiency, analyzing solar and environmental data to provide actionable insights and performance metrics.
Table2Text
Table2Text is a Streamlit app using the Mistral-8x7b-32k model and Langchain framework to handle queries on tabular data like CSVs and Pandas DataFrames.
KaifAhmad1's Repositories
KaifAhmad1/RAG-with-KnowledgeGraph
RAG with Knowledge Graph
KaifAhmad1/LLM-FineTuning-for-Sentiment-Classification
Fine-Tuning Microsoft Phi-2 for financial news sentiment analysis improved accuracy from 0.349 to 0.872 and reduced training loss by 38%. Dataset: 4846 entries with "Neutral," "Positive," and "Negative" labels.
KaifAhmad1/Table2Text
Table2Text is a Streamlit app using the Mistral-8x7b-32k model and Langchain framework to handle queries on tabular data like CSVs and Pandas DataFrames.
KaifAhmad1/Awesome-NLP-and-IR
A comprehensive resource for NLP and IR enthusiasts, covering topics from preprocessing to deep NLP, LLM efficiency, and retrieval-augmented generation.
KaifAhmad1/Agri-Llama
Introducing an advanced RAG-based Question Answering System for Agriculture, seamlessly combining Llama-2 FAISS and Hugging Face's dataset for efficient and precise domain-specific responses.
KaifAhmad1/EEG-Emotion-Classification
KaifAhmad1/Hate-Speech-LSTM
KaifAhmad1/Sarcasm-Detection
KaifAhmad1/AB-Testing
Awesome List of resources on Agile Software Development.
KaifAhmad1/llm4IndicLanguage
Fine Tuning Open Source LLMs for Indic Language
KaifAhmad1/SolarPanel-Tilt-Optimization
The SolarPanel-Tilt-Optimization project uses machine learning to optimize solar panel angles for maximum efficiency, analyzing solar and environmental data to provide actionable insights and performance metrics.
KaifAhmad1/Audio-Emotion-Analysis
KaifAhmad1/Churn-Analysis
KaifAhmad1/code-test
KaifAhmad1/cookbook
Open-source AI cookbook
KaifAhmad1/Crop-Recommendation
Smart Crop Selection: Machine Learning for Precise Recommendations in Diverse Environments
KaifAhmad1/dspy
DSPy: The framework for programming—not prompting—foundation models
KaifAhmad1/Earning-Analysis-Application
KaifAhmad1/financial-headline-sentiment
KaifAhmad1/gpt-researcher
LLM based autonomous agent that does online comprehensive research on any given topic
KaifAhmad1/HistoryQnA
Engineered a Document Based Question Answering System with Langchain, Pinecone and GPT-4
KaifAhmad1/indicnlp_catalog
A collaborative catalog of NLP resources for Indic languages
KaifAhmad1/langchain
⚡ Building applications with LLMs through composability ⚡
KaifAhmad1/NLP-and-IR-Questions
KaifAhmad1/phoenix
AI Observability & Evaluation - Evaluate, troubleshoot, and fine tune your LLM, CV, and NLP models in a notebook.
KaifAhmad1/Research-Engine
KaifAhmad1/Stock-Market-Analysis
KaifAhmad1/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
KaifAhmad1/UPSC-History-Chatbot
KaifAhmad1/Zephyr-7B-for-Customer-service-chatbot