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--- |
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tags: |
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- transformers |
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- xlm-roberta |
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- eva02 |
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- clip |
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library_name: transformers |
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license: cc-by-nc-4.0 |
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language: |
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- multilingual |
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- af |
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- am |
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- ar |
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- as |
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- az |
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- be |
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- bg |
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- bn |
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- br |
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- bs |
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- ca |
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- cs |
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- cy |
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- da |
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- de |
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- el |
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- en |
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- eo |
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- es |
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- et |
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- eu |
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- fa |
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- fi |
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- fr |
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- fy |
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- ga |
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- gd |
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- gl |
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- gu |
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- ha |
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- he |
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- hi |
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- hr |
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- hu |
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- hy |
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- id |
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- is |
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- it |
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- ja |
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- jv |
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- ka |
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- kk |
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- km |
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- kn |
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- ko |
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- ku |
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- ky |
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- la |
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- lo |
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- lt |
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- lv |
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- mg |
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- mk |
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- ml |
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- mn |
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- mr |
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- ms |
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- my |
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- ne |
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- nl |
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- 'no' |
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- om |
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- or |
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- pa |
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- pl |
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- ps |
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- pt |
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- ro |
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- ru |
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- sa |
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- sd |
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- si |
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- sk |
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- sl |
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- so |
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- sq |
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- sr |
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- su |
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- sv |
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- sw |
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- ta |
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- te |
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- th |
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- tl |
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- tr |
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- ug |
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- uk |
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- ur |
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- uz |
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- vi |
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- xh |
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- yi |
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- zh |
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--- |
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# Jina CLIP |
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Core implementation of Jina CLIP. The model uses: |
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* the [EVA 02](https://github.com/baaivision/EVA/tree/master/EVA-CLIP/rei/eva_clip) architecture for the vision tower |
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* the [Jina XLM RoBERTa with Flash Attention](https://huggingface.co./jinaai/xlm-roberta-flash-implementation) model as a text tower |
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## Models that use this implementation |
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- [jinaai/jina-clip-v2](https://huggingface.co./jinaai/jina-clip-v2) |
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- [jinaai/jina-clip-v1](https://huggingface.co./jinaai/jina-clip-v1) |
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## Requirements |
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To use the Jina CLIP source code, the following packages are required: |
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* `torch` |
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* `timm` |
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* `transformers` |
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* `einops` |
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* `xformers` to use x-attention |
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* `flash-attn` to use flash attention |
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* `apex` to use fused layer normalization |
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