cooking some neural nets

Contains sequence-model implementations of on and off-policy imitation learning algorithms for problems with unobserved contexts.

Website that accepts short text inputs and generates sentences to encourage creativity for artists using Cohere's API for access to their large language models. Submitted for Hack the North 2022.

Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.

coherence-boosting GPT

Cangjie - Yet Another open-source LLM Building and Training Framework

Implementation of a common real-world application of Large Language Models (LLM) & Generative AI. Powered by Python and the OpenAI’s GPT-3 model, this app embeds AI generated summaries into blogs.

This repository contains an application designed to recommend scientific papers that are most similar to a given input paragraph. The application uses the llama and weaviate libraries to achieve this.

Completed dialogue summarization task using Generative AI. Utilized FLAN-T5 Large Language Model using Hugging Face Transformers and experimented with zero-shot, one-shot, and few-shot inference. Performed PEFT fine-tuning to improve inferences and used ROUGE metrics for evaluation and reinforcement learning to generate more positive summaries.

Explore best practices for utilizing Large Language Models (LLMs) APIs effectively. From secure API key management to error handling, this repository provides guidance and code examples for seamless integration, optimal performance, and adherence to API provider guidelines. Elevate your LLM API usage with these tried-and-tested practices.

Explore the evaluation of Retrieval Augmented Generation (RAG) pipelines using the RAGAS framework, leveraging OpenAI's Wiki page. This project provides a comprehensive solution to assess and build effective pipelines for enhanced information retrieval and generation.

The EuRecog gesture recognition app is a hand gesture recognition system that lets a user customize ten unique hand gesture signs with questions, then based on the gesture provided by said user in usage sends the question attached to that gesture to an LLM (Open AI's gpt-3.5-turbo-instruct) then provides an answer in both text and audio form.

Evaluating Large Language Models with Instructions and Prompts

[ICASSP'24] "Large Language Models Augmented Rating Prediction in Recommender System"

Transformer-based Sentiment Analysis for Anomaly Detection on Drone Forensic Timeline

Answers the Questions asked with the help of gpt-3.5-turbo.

Analysis of LLM token representation of texts in different languages

LOKO AI extension to use Scikit-llm library

Code for DEXA

Fine-Tuning Large Language Models for Question Answering