LLMRepos·Dataset Engineering LLM projects

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Browse 123 open-source dataset engineering projects in Model Development. Compare GitHub stars, recent growth, languages, licenses, and repository activity.

Dataset Engineering

Browse 123 open-source dataset engineering projects in Model Development. Compare GitHub stars, recent growth, languages, licenses, and repository activity.

123
Repositories
452
Model Development

Top Dataset Engineering repositories

Ranked by current GitHub stars from the latest LLMRepos snapshot.

Showing 40 of 123

19.4k
stars

Toolkit for linearizing PDFs for LLM datasets/training

PythonApache License 2.0+38 stars in 7dupdated 152d ago

Label, clean and enrich text datasets with LLMs.

PythonMIT License+0 stars in 7dupdated 538d ago

Agent harness to publish your agent chat history as Huggingface datasets.

PythonMIT License-1 stars in 7dupdated 80d ago

[ICML'24] Magicoder: Empowering Code Generation with OSS-Instruct

PythonMIT License+0 stars in 7dupdated 661d ago

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

PythonMIT License+3 stars in 7dupdated 418d ago

Scalable data pre processing and curation toolkit for LLMs

PythonApache License 2.0+17 stars in 7dupdated today

Synthetic data curation for post-training and structured data extraction

PythonApache License 2.0-2 stars in 7dupdated 17d ago

Build, enrich, and transform datasets using AI models with no code

TypeScriptApache License 2.0+2 stars in 7dupdated 90d ago

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

PythonApache License 2.0-1 stars in 7dupdated 273d ago
1.5k
stars

Data and tools for generating and inspecting OLMo pre-training data.

PythonApache License 2.0+2 stars in 7dupdated today

A large-scale text-to-image prompt gallery dataset based on Stable Diffusion

PythonMIT License+1 stars in 7dupdated 774d ago
1.1k
stars

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

PythonApache License 2.0+1 stars in 7dupdated 817d ago

Open source project for data preparation for GenAI applications

HTMLApache License 2.0+0 stars in 7dupdated 41d ago

Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline

PythonApache License 2.0+1 stars in 7dupdated today

[ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data generation pipeline!

PythonMIT License+2 stars in 7dupdated 525d ago

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

C#MIT License+0 stars in 7dupdated 17d ago

[CVPR'23] OpenScene: 3D Scene Understanding with Open Vocabularies

PythonApache License 2.0-2 stars in 7dupdated 1,032d ago

A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

PythonApache License 2.0+0 stars in 7dupdated 784d ago

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

PythonBSD 3-Clause "New" or "Revised" License+1 stars in 7dupdated 405d ago

Train Models Contrastively in Pytorch

PythonApache License 2.0+0 stars in 7dupdated 516d ago

OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research

PythonMIT License-1 stars in 7dupdated 1,002d ago
744
stars

Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool

PythonApache License 2.0+8 stars in 7dupdated today

[ICML 2026 & EMNLP 2026] Multimodal deep-research MLLM and benchmark. The first long-horizon multimodal deep-research MLLM, extending the number of reasoning turns to dozens and the number of search-engine interactions to hundreds.

PythonMIT License+2 stars in 7dupdated 16d ago

PAddle PARAllel text-to-speech toolKIT (supporting Tacotron2, Transformer TTS, FastSpeech2/FastPitch, SpeedySpeech, WaveFlow and Parallel WaveGAN)

PythonOther+0 stars in 7dupdated 1,740d ago
613
stars

[CVPR 2024 Highlight] MIGC and [TPAMI 2024] MIGC++ (Official Implementation)

PythonOther+1 stars in 7dupdated 466d ago

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

PythonApache License 2.0+0 stars in 7dupdated 79d ago
562
stars

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

HTMLApache License 2.0+0 stars in 7dupdated 659d ago

Nimfa: Nonnegative matrix factorization in Python

PythonOther+0 stars in 7dupdated 2,019d ago

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.

Jupyter NotebookOther+0 stars in 7dupdated 144d ago

Research code for metric depth estimation in periocular VR imagery using UE MetaHuman-generated data.

Jupyter NotebookGNU General Public License v3.0+0 stars in 7dupdated 55d ago

Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models

Jupyter NotebookApache License 2.0+2 stars in 7dupdated 167d ago
521
stars

LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA

PythonApache License 2.0+1 stars in 7dupdated 601d ago

Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

PythonApache License 2.0+0 stars in 7dupdated 2,598d ago

EvaLearn is a pioneering benchmark designed to evaluate large language models (LLMs) on their learning capability and efficiency in challenging tasks.

PythonApache License 2.0+0 stars in 7dupdated 104d ago

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

PythonApache License 2.0+0 stars in 7dupdated 83d ago