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kpsss34/FHDR_Uncensored

kpsss34 Flux 12B GGUF image-gen
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Response includes
  • classification m-uncensored
  • files 8
  • hub_downloads_all_time 341,038
  • author_summary 1 models
  • readme_text full
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Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

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Downloads · lifetime
341K
2K last 30d - cooling
Likes
639
Descendants
1
in 1 direct fork
Model age
11mo ago
created 2025-10-26
Downloads over time
Now341.3K→from19↑1,796,453%
0125.2K250.3K375.5K19 on Oct 29, 2025341.3K on Oct 11Oct '25Dec '25FebAprJunAugOct
Oct 29, 2025 → Oct 11 · 94 snapshots · spans 347 days

Genealogy 1 direct fork

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Metadata

License
other
Languages
en
Quantizations
Q4_K Q8_0
Tags
diffusers safetensors gguf art text-to-image en base_model:black-forest-labs/FLUX.1-dev base_model:quantized:black-forest-labs/FLUX.1-dev license:other endpoints_compatible diffusers:FluxPipeline region:us

Related

Total size
40.5 GB
Files
8
Quantizations
3
Registered
2026-08-22 13:56
Last updated on HF
2026-02-27 02:17

Files by quantization

Q8_0 1 file 11.8 GB
FHDR_ComfyUI-Q8_0.gguf 11.8 GB ******** download
Q4_K 1 file 6.46 GB
FHDR_ComfyUI-Q4_K_M.gguf 6.46 GB ******** download
Auxiliary files 6 files 22.2 GB
FHDR_ComfyUI.safetensors 22.2 GB ******** download
uncen_sample1.png 1.67 MB ******** download
uncen_sample2.png 1.38 MB ******** download
.gitattributes 1.71 KB 52e540cc download
README.md 1.12 KB 4f026ea9 download
model_index.json 536 B f2dcd899 download

README current version from Hugging Face


license: other
language:

  • en
    base_model:
  • black-forest-labs/FLUX.1-dev
    pipeline_tag: text-to-image
    library_name: diffusers
    tags:
  • art

I trained this model using the Diffusers library by randomly selecting layers and blocks (not training every layer), which reduced the training time and is expected to yield better results.

cen_sample1

cen_sample2

sample_after3

import torch
from diffusers import FluxPipeline

pipe = FluxPipeline.from_pretrained("kpsss34/FHDR_Uncensored", torch_dtype=torch.bfloat16)
pipe.enable_model_cpu_offload()

prompt = "a women..."
image = pipe(
    prompt,
    height=1024,
    width=1024,
    guidance_scale=4.0,
    num_inference_steps=40,
    max_sequence_length=512,
    generator=torch.Generator("cpu").manual_seed(0)
).images[0]
image.save("outputs.png")
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