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  - ❀️ this CLIP? [Help feed it](https://ko-fi.com/zer0int) if you can. Besides data, CLIP eats time & expensive electricity of DE. TY! πŸ€—
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  - Want to feed it yourself? All code for fine-tuning and much more is on [my GitHub](https://github.com/zer0int).
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  -----
 
 
 
 
 
 
 
 
 
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  ## Update 03/SEP/2024 / edit 05/AUG:
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  ## πŸ‘‹ Looking for a Text Encoder for Flux.1 (or SD3, SDXL, SD, ...) to replace CLIP-L? πŸ‘€
 
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  - ❀️ this CLIP? [Help feed it](https://ko-fi.com/zer0int) if you can. Besides data, CLIP eats time & expensive electricity of DE. TY! πŸ€—
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  - Want to feed it yourself? All code for fine-tuning and much more is on [my GitHub](https://github.com/zer0int).
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  -----
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+ ## Update 23/SEP/2024:
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+ - Huggingface Transformers / Diffusers pipeline now implemented.
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+ - See here for an example script: [Integrating my CLIP-L with Flux.1](https://github.com/zer0int/CLIP-txt2img-diffusers-scripts)
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+ - Otherwise, use as normal / any HF model:
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+ ```
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+ from transformers import CLIPModel, CLIPProcessor, CLIPConfig
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+ model_id = "zer0int/CLIP-GmP-ViT-L-14"
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+ config = CLIPConfig.from_pretrained(model_id)
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+ ```
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  ## Update 03/SEP/2024 / edit 05/AUG:
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  ## πŸ‘‹ Looking for a Text Encoder for Flux.1 (or SD3, SDXL, SD, ...) to replace CLIP-L? πŸ‘€