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Open Source Model Profile · linoyts

huggy_flux_v3

huggy_flux_v3 is a DreamBooth text-to-image LoRA from linoyts. Its model card documents FLUX.1-dev weights and a TOK emoji trigger.

Publisher
linoyts
Task
text-to-image
Model type
Unknown
License
other
Library
diffusers
Publication status
Accepted · not indexed

Model overview

huggy_flux_v3 is published by linoyts as a text-to-image LoRA. Hub tags list black-forest-labs/FLUX.1-dev as base model and adapter. According to the model card, these are DreamBooth LoRA weights that use a TOK hugging face emoji as the trigger.

Recorded capabilities

DreamBooth FLUX LoRA

The model card describes DreamBooth LoRA weights for black-forest-labs/FLUX.1-dev trained with the Flux diffusers trainer.

TOK emoji trigger

According to the model card, a TOK hugging face emoji triggers image generation.

Text-encoder LoRA disabled

According to the model card, LoRA for the text encoder was not enabled.

Diffusers bfloat16 snippet

The model card documents AutoPipelineForText2Image loading with pytorch_lora_weights.safetensors in bfloat16.

Use cases in the source record

  • DreamBooth-style text-to-image generation with FLUX.1-dev workflows that include the documented TOK emoji trigger.
  • Diffusers experiments that load pytorch_lora_weights.safetensors over the documented base model.

Limitations and unknowns

  • No evaluation results were extracted from this record.
  • No parameter count was extracted for this LoRA record.
  • Provider state is historical snapshot data, not independently refreshed current availability.
  • Training outcome and trigger behavior come from publisher claims and have not been independently verified by Ethen.

Source and provenance

Source: linoyts/huggy_flux_v3

Captured: Unknown. Processed: 2026-09-07T19:34:49.798584+00:00.

Flux DreamBooth LoRA - linoyts/huggy_flux_v3 Model description These are linoyts/huggy_flux_v3 DreamBooth LoRA weights for black-forest-labs/FLUX.1-dev. The weights were trained using DreamBooth with the Flux diffusers trainer . Was LoRA for the text encoder enabled? False. Pivotal tuning was enabled: False. Trigger words You should use a TOK hugging face emoji to trigger the image generation. Download model Download the *.safetensors LoRA in the Files & versions tab. Use it with the 🧨 diffusers library from diffusers import AutoPipelineForText2Image import torch pipeline = AutoPipelineForText2Image.from_pretrained( "black-forest-l…

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