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The open-source tool for building high-quality datasets and computer vision models
We write your reusable computer vision tools. 💜
Datasets, Transforms and Models specific to Computer Vision
Apache Spark - A unified analytics engine for large-scale data processing
An orchestration platform for the development, production, and observation of data assets.
The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
🦜🔗 Build context-aware reasoning applications
[CVPR 2024] Real-Time Open-Vocabulary Object Detection
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
DSPy: The framework for programming—not prompting—foundation models
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
Production-grade embedding generation, for any length of text, for transformer models.
Developer samples for the KDB.AI vector database
A repo for the analysis in the paper "Satellite mapping reveals extensive undisclosed industrial activity at sea"
pix2tex: Using a ViT to convert images of equations into LaTeX code.
Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audi…
Unified framework for building enterprise RAG pipelines with small, specialized models
A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes mos…
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
Code release for NeRF (Neural Radiance Fields)