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This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter Notebook 12,026 1,230 Updated Feb 2, 2025

[NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.

Python 150 12 Updated Nov 2, 2023

Animation engine for explanatory math videos

Python 75,056 6,539 Updated Jan 8, 2025

Raspberry Pi Voice Assistant

Python 762 34 Updated Dec 22, 2024

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Jupyter Notebook 4,449 1,178 Updated Mar 27, 2024

An extremely fast Python package and project manager, written in Rust.

Rust 39,725 1,108 Updated Feb 16, 2025

listen-know-web

Vue 4 1 Updated Apr 5, 2024

whisper-cpp-serve Real-time speech recognition and c+ of OpenAI's Whisper model in C/C++

HTML 58 9 Updated May 9, 2024

React Native binding of whisper.cpp.

C 461 31 Updated Dec 2, 2024

The open-source iOS app that's making quality voice transcription more accessible on mobile devices.

Swift 793 80 Updated Sep 21, 2024

Whisper realtime streaming for long speech-to-text transcription and translation

Python 2,454 302 Updated Jan 7, 2025

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

TypeScript 8,580 787 Updated Feb 15, 2025

AI Observability & Evaluation

Jupyter Notebook 4,730 348 Updated Feb 16, 2025
Jupyter Notebook 1 Updated May 28, 2023

Synthetic data augmentation technique via LLM for Automatic Speech Recognition fine tuning.

Python 5 Updated Jul 16, 2024

Flutter App That Can Transcribe Audio Offline/On Device with Whisper C++ Bindings via Rust

C++ 123 12 Updated Apr 6, 2024

Minimal extension of OpenAI's Whisper adding speaker diarization with special tokens

Python 476 17 Updated Nov 6, 2023

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

Python 3,736 311 Updated Jan 8, 2025

Port of OpenAI's Whisper model in C/C++

C++ 37,785 3,900 Updated Feb 6, 2025

Collection of Jupyter Notebooks about Python programming

Jupyter Notebook 162 182 Updated Jun 22, 2016

PyTorch Tutorials from my YouTube channel

Python 1,819 1,209 Updated Nov 6, 2023

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Jupyter Notebook 12,505 3,567 Updated Jan 7, 2025
Jupyter Notebook 494 38 Updated Jul 10, 2024

Using deep learning to generate music in MIDI format.

Jupyter Notebook 546 105 Updated Feb 8, 2021

Fine-tune ChatGPT to write lyrics of your favorite artist

Python 8 2 Updated Aug 25, 2023

Python library to download YouTube content and retrieve metadata

Python 1,393 313 Updated Apr 29, 2024

Utilising the concepts of LLM from Langchain and integrating Hugging Face model and Google Gemini AI chatbot to understand emotional sentiments of lyrics and develop a pesudo-RAG that will return q…

Jupyter Notebook 2 Updated Jan 31, 2025

Lyrics generation with GPT2-based Transformer

Jupyter Notebook 102 12 Updated Jun 25, 2022

This project uses LLMs to generate music from text by understanding prompts, creating lyrics, determining genre, and composing melodies. It harnesses LLM capabilities to create songs based on text …

Jupyter Notebook 9 Updated May 21, 2024

Implementation of Lyre-LM: finetuning LLMs for lyric generation (llama-2-7b).

Jupyter Notebook 7 Updated Dec 13, 2023
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