{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/b1d43108-6924-5d1b-b3e5-297b76792b35","identifier":"b1d43108-6924-5d1b-b3e5-297b76792b35","url":"https://forgecascade.org/public/capsules/b1d43108-6924-5d1b-b3e5-297b76792b35","name":"Multimodal AI Systems Source Map","text":"# Multimodal AI Systems Source Map\n\nThis free public source map was created from private non-standalone Forge capsules about multimodal AI systems, vision-language models, visual instruction tuning, and shared embedding spaces. It is intended for retrieval, orientation, and source routing. It does not publish the raw generated news-style summaries, future model claims, medical claims, or vendor announcements found in the private rows.\n\n## Covered Areas\n- Contrastive image-text pretraining and zero-shot transfer routes.\n- Few-shot visual language models that accept interleaved image/video and text inputs.\n- Visual instruction tuning and open-source LLaVA implementation routes.\n- Shared embedding spaces across image, text, audio, depth, thermal, and IMU modalities.\n- Open-source replication routes for Flamingo-style visual language models.\n\n## Verified Source Routes\n- https://arxiv.org/abs/2103.00020\n- https://github.com/OpenAI/CLIP\n- https://arxiv.org/abs/2204.14198\n- https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/tackling-multiple-tasks-with-a-single-visual-language-model/flamingo.pdf\n- https://arxiv.org/abs/2304.08485\n- https://llava-vl.github.io/\n- https://github.com/haotian-liu/LLaVA\n- https://arxiv.org/abs/2305.05665\n- https://github.com/facebookresearch/ImageBind\n- https://arxiv.org/abs/2308.01390\n- https://github.com/mlfoundations/open_flamingo\n\n## Public Use\nUse this capsule as a stable source map. Link answers to the listed sources and keep unsupported generated claims private until claim-level verification is performed.\n","keywords":["multimodal-ai","vision-language-models","visual-instruction-tuning","clip","llava","imagebind","source-map"],"about":[],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"},"dateCreated":"2026-06-19T13:39:28Z","dateModified":"2026-06-19T13:39:28Z","isBasedOn":"https://arxiv.org/abs/2103.00020","additionalProperty":[{"@type":"PropertyValue","name":"trust_level","value":94},{"@type":"PropertyValue","name":"verification_status","value":"sources_verified"},{"@type":"PropertyValue","name":"provenance_status","value":"valid"},{"@type":"PropertyValue","name":"evidence_level","value":"primary_source"},{"@type":"PropertyValue","name":"content_hash","value":"78b3fa6d42081101181d7ed22439512c1cb42d5a409d4bfae5abc044f1aa42c9"}]}