The best openvino alternatives

transformers

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Choose transformers if…

• you would rather work in Python than C++
• you want the more widely starred option (168.5k)
• you specifically need audio or deepseek

Shares deep-learning, natural-language-processing, nlp, speech-recognition with openvino.

datasets

huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Choose datasets if…

• you would rather work in Python than C++
• you want the more widely starred option (22.1k)
• you specifically need artificial-intelligence or dataset-hub

Shares ai, computer-vision, deep-learning, natural-language-processing with openvino.

mmagic

open-mmlab/mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

Choose mmagic if…

• you would rather work in Jupyter Notebook than C++
• you specifically need aigc or diffusion

Shares computer-vision, deep-learning, diffusion-models, generative-ai with openvino.

remove-ai-watermarks

wiltodelta/remove-ai-watermarks

Remove visible and invisible AI watermarks and provenance metadata from images and video. Python library and CLI for SynthID, C2PA, EXIF, IPTC, XMP, and common generative-AI marks.

Choose remove-ai-watermarks if…

• you would rather work in Python than C++
• you specifically need ai-watermark or c2pa

Shares computer-vision, diffusion-models, generative-ai, stable-diffusion with openvino.

spaCy

explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

Choose spaCy if…

• you would rather work in Python than C++
• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (34.0k)
• you specifically need artificial-intelligence or cython

Shares ai, deep-learning, natural-language-processing, nlp with openvino.

semantic-router

aurelio-labs/semantic-router

Superfast AI decision making and intelligent processing of multi-modal data.

Choose semantic-router if…

• you would rather work in Python than C++
• MIT License suits your use better than Apache License 2.0
• you prefer a smaller, narrower project to a large one
• you specifically need artificial-intelligence or chatbot

Shares ai, computer-vision, generative-ai, nlp with openvino.

stable-diffusion-webui

AUTOMATIC1111/stable-diffusion-webui

Stable Diffusion web UI

Choose stable-diffusion-webui if…

• you would rather work in Python than C++
• GNU Affero General Public License v3.0 suits your use better than Apache License 2.0
• you want the more widely starred option (165.2k)
• you specifically need ai-art or diffusion

Shares ai, deep-learning, stable-diffusion with openvino.

VAR

FoundationVision/VAR

[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

Choose VAR if…

• you would rather work in Jupyter Notebook than C++
• MIT License suits your use better than Apache License 2.0
• you specifically need auto-regressive-model or autoregressive-models

Shares diffusion-models, generative-ai, transformers with openvino.

LlamaFactory

hiyouga/LlamaFactory

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

Choose LlamaFactory if…

• you would rather work in Python than C++
• you want the more widely starred option (75.9k)
• you specifically need agent or deepseek

Shares ai, nlp, transformers with openvino.

BentoML

bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

Choose BentoML if…

• you would rather work in Python than C++
• you specifically need ai-inference or inference-platform

Shares deep-learning, generative-ai, llm-inference with openvino.

stanza

stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Choose stanza if…

• you would rather work in Python than C++
• you specifically need artificial-intelligence or corenlp

Shares deep-learning, natural-language-processing, nlp with openvino.

DeepPavlov

deeppavlov/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

Choose DeepPavlov if…

• you would rather work in Python than C++
• you specifically need artificial-intelligence or bot

Shares ai, deep-learning, nlp with openvino.