Best Spark-X2.6-4B Alternatives

An open multimodal embedding model that maps text, images, video and audio into one shared vector space.

An open-source multimodal LLM for single-image, multi-image and video understanding with efficient on-device inference.

Open text-to-speech model for multi-character scenes, voice cloning and long-form audio with natural-language control.

Open image-to-video generative model by Lightricks supporting text, video and audio driven generation.

An accelerated Qwen text-to-image and image-editing diffusion checkpoint that generates images in 8 denoising steps.

An open image-to-image model from Black Forest Labs for image generation and editing.

An open image-text-to-text model by meta-models on Hugging Face.

A 24B-parameter reasoning model with 2B active parameters, built for fast, private on-device agents.

An open image-to-image generative model from Black Forest Labs for image generation and editing.

A Baidu vision-language OCR model that parses single images, multi-page documents and PDFs into text.

An open 27B vision-language model that understands images and videos and handles agentic, coding and research tasks.

A lightweight 1B multimodal model for single-image, multi-image and video understanding on devices.