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Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Python 8,853 809 Updated Jul 1, 2024

Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.pdf

Python 1,040 168 Updated Aug 4, 2024

An extension to the Amazon SQS client that enables sending and receiving messages up to 2GB via Amazon S3.

Python 28 1 Updated May 6, 2024
Python 7,046 545 Updated Aug 7, 2024

Opensource IDE For Exploring and Testing Api's (lightweight alternative to postman/insomnia)

JavaScript 23,181 1,071 Updated Aug 9, 2024

Short time Fourier transform

JavaScript 37 5 Updated Jun 14, 2013

Supplementary code for the paper "Hyperbolic Image Embeddings".

Python 360 53 Updated Jan 12, 2022

The official implementation of Self-Play Fine-Tuning (SPIN)

Python 912 79 Updated May 8, 2024

Comprehensive dynamic time warping module for python

Python 103 20 Updated Dec 30, 2022

3D ResNets for Action Recognition (CVPR 2018)

Python 3,854 932 Updated Jan 20, 2021

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

Python 681 86 Updated Aug 25, 2021

Qwen2 is the large language model series developed by Qwen team, Alibaba Cloud.

Shell 6,770 390 Updated Aug 8, 2024

On-device Speech Recognition for Apple Silicon

Swift 3,027 250 Updated Aug 7, 2024

Advanced Quantization Algorithm for LLMs. This is official implementation of "Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs"

Python 143 19 Updated Aug 9, 2024

experiments with inference on llama

Python 105 17 Updated Jun 6, 2024

An Open Source text-to-speech system built by inverting Whisper.

Jupyter Notebook 3,650 193 Updated Jun 18, 2024

SGLang is yet another fast serving framework for large language models and vision language models.

Python 4,019 251 Updated Aug 9, 2024

Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".

Python 673 86 Updated May 30, 2024

The public release of LeftoverLocals code

C++ 61 12 Updated Jan 7, 2024

AudioLDM: Generate speech, sound effects, music and beyond, with text.

Python 2,359 224 Updated Jun 2, 2024

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

Python 425 59 Updated May 3, 2023

OCR, layout analysis, reading order, line detection in 90+ languages

Python 9,441 602 Updated Aug 6, 2024

Voice assistant using apple mlx_framework

Python 7 1 Updated Jan 11, 2024
Jupyter Notebook 149 22 Updated Jan 4, 2024

Official implementation of Half-Quadratic Quantization (HQQ)

Python 600 59 Updated Jul 30, 2024

Run Mixtral-8x7B models in Colab or consumer desktops

Python 2,277 224 Updated Apr 8, 2024

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

Python 2,586 184 Updated Aug 7, 2024

A multi-voice TTS system trained with an emphasis on quality

Jupyter Notebook 12,640 1,756 Updated Jul 30, 2024