Card: positioning alt text matches the trained-parameters axis

Positioning figure: trained-parameters axis (matches the technical report)

Remote code: batched embed_text_batch / embed_audio_batch entry points

AutoModel + trust_remote_code support (remote-code loading; existing loaders unchanged)

model card: positioning chart in cross-modal section

assets: unified-model positioning chart

model card: model overview figure

assets: model overview figure (brand palette)

Note the safetensors/param-count meaning

Connector weights as safetensors (16.4M params)

Add badges under the banner

Display banner image on the model card

Add tagline banner to model card

MAEB: exact FSDKaggle2019 overlap numbers (608/4481 verified by Freesound id)

MAEB: FSD2019Kaggle disclosure (anonymized filenames, disjointness unverifiable)

Add banner image

Add banner image

Add banner to model card

Add banner image

Restructure card: architecture up top, unified-model comparison leads evaluation

MAEB(beta) results summary

Add Gemini Embedding 2 baseline to cross-modal comparison

Add LanguageBind baseline to cross-modal comparison

v0.3 model card with three-version comparison

v0.3 config

v0.3: AudioCaps in-domain fine-tune stage (a2t R@10 0.741, R@1 0.332)

Model card: architecture diagram; fix bank size to 484K (v0.2)

Add architecture diagram

Document version tags

from_pretrained: revision pinning

v0.2 retrieval examples in model card

v0.2 audio-to-image retrieval gallery

Bold best-per-column only in comparison tables

Bold v0.2 numbers in comparison tables

v0.2 model card with v0.1 comparison

v0.2 config

v0.2: 484K-pair corpus checkpoint (AudioCaps 0.717, Clotho-ZS 0.448)

Add VGGSound attribution to gallery

Embed retrieval gallery in model card

Add audio-to-image retrieval gallery

Add full cross-modal metrics and qualitative retrieval examples

Upload config.json with huggingface_hub

Upload inference.py with huggingface_hub

Upload README.md with huggingface_hub

Upload fusion-embedding-1-2b-preview.pt with huggingface_hub

initial commit