ToRA is a series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning problems by interacting with tools [ICLR'24].

Official inference framework for 1-bit LLMs

언어모델을 학습하기 위한 공개 한국어 instruction dataset들을 모아두었습니다.

Train transformer language models with reinforcement learning.

🔊 A comprehensive list of open-source datasets for voice and sound computing (95 datasets).

A curated list of neural network pruning resources.

Unified Efficient Fine-Tuning of 100 LLMs (ACL 2024)

Go ahead and axolotl questions

FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

Tools for merging pretrained large language models.

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Minimalist ML framework for Rust

LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks, and then be trained for the task at hand, while using a ve…

AI Audio Datasets (AI-ADS) 🎵, including Speech, Music, and Sound Effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio tool development, and audio a…

Finetune Llama 3.2, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

A high-throughput and memory-efficient inference and serving engine for LLMs

AutoML tool for RAG

TKAN: Temporal Kolmogorov-Arnold Networks

🌸 A command-line fuzzy finder

👶🏻 신입 개발자 전공 지식 & 기술 면접 백과사전 📖

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.

List of papers related to neural network quantization in recent AI conferences and journals.

코딩테스트 대비 문제집(Baekjoon Online Judge)

This repo includes ChatGPT prompt curation to use ChatGPT better.

뉴키주 - 기사 요약과 기사 감성분석을 이용한 긍부정 키워드 시각화 제공 서비스

AdaptKeyBERT: keyword/keyphrase extraction with zero-shot and few-shot semi-supervised domain adaptation