Fully uncensored Klein9B scaled FP8 model that matches Blackforest FP8 scaling.
Extremely high detail even directly at 2k
https://t.co/mCH5Cv5mHl
Video is fixed seed showing the effects of 18yo-80yo with no other changes to prompt. (Background added)
@HelloCivitai@bfl_ai
For all of this week you can generate with Anima Final Cut - Over 100k iterations of training on 512 length LLM captions give this model Flux Klein level prompt adherence with PONY levels of NSFW
https://t.co/uMQScVSk4k
@circlestone_ai
https://t.co/GNmKV4vtjD
Full Flux Prompt adherence brought to Anima
Trained on 256-512 token lenght high accuracy Image/Text Pairs
@HelloCivitai@circlestone_ai
@rafcolantonio@ArkaneStudios@bfl_ai Thanks for the response, the assets where still in the full game - but the use being only in the demo makes sense...So much for my Lord Inut is really a time traveling sausage like Microsoft Clippy conspiracy theory lol
https://t.co/Wm2sPJ5Q8x
Textures where Lab color matched to original.
@ArkaneStudios@bfl_ai@rafcolantonio
Credit to the staff and Olivier Enselme-Trichard for the work that is nearly a quarter century old.
Where the modern office texture and Sausage with Eyes Easter eggs?
Modern AI Up-scaling
Looking at the source image on the right, which has been scaled 4x already by a GAN we can see the advantages and disadvantages.
Much greater detail per pixel
Half a day for full game (Arx)
Required Lab color adjustment to match source.
@ArkaneStudios
Cosmos 3 in FP8 - Full Gradio GUI
https://t.co/4m6BP712Ju
Expect Images to take minutes and videos to take 30 minutes to an hour with average consumer hardware and current config. - Note video support is not part of the GUI
@NVIDIACOSMOSSPL@HelloCivitai
https://t.co/59eP39r6Nv
Full FP32 Training:
LAB volume: ~+50%
Saturation: ~+27%
Unique colors: ~+30%
Gradient strength: ~+7%
VAE has a slight decrease in reconstruction scores as expected with enhancement VAE
@Alibaba_Qwen@Alibaba_Wan@HelloCivitai
https://t.co/hKVLxIErhj
After lessons learned from FLUX VAE - QWEN HDR VAE
+64% increase in Lab Color
+69% increase in Quantized Colors
Increased sharpness and edge enhancement with only a slight decrease in LPIP's, PSNR as expected with a enhancement VAE
@Alibaba_Qwen
@Alibaba_Qwen
Learning from FLUX training failures I am pleased to announce a FP32 training of QWEN Image VAE
https://t.co/hKVLxIErhj
+69% increase in Quantized colors
+64% increase in Lab color volume
Increased sharpness, edge density with a slight loss in LPIP's score
https://t.co/Ncj8RjbKyQ
After many attempts I am proud to release a VAE with LPIP's close to @bfl_ai FLUX.2 Base VAE
Increase in overall colors used +4.9%, and saturation without corruption of contrast or luminance
Gradient Energy increased by 56%
@huggingface@HelloCivitai
@huggingface@HelloCivitai
I am proud to announce after many failed attempts, I have a VAE that is close in LPIPs to amazing team @bfl_ai FLUX.2
Increased in sharpness/gradient energy
Increased in overall colors used and saturation
https://t.co/Ncj8RjbKyQ
https://t.co/ReOlqMtLR8
+56% gradient/detail energy
+4.9% more unique colors
Near-identical contrast behavior to base FLUX.2
LPIPS is higher because this VAE enhances instead of strictly reconstructing — but both scores remain far below human thresholds.
VAE Metrics Lab is here! A powerful benchmarking tool for evaluating VAE reconstruction fidelity.
LPIPS
Gradient Energy
Color Diversity
RGB Pixel Error
Calibration Marker Analysis
Perfect for researchers and developers
https://t.co/3CJXyIC4D6
#GenerativeAI
Real 2k full Adam training for Flux9B Klein has been published. This seed to seed example shows LOD increase that is repeatable along most SFW and NSFW prompts. https://t.co/51fyvBiUPA @HelloCivitai
I did a full FP32 finetune to allow for uncensored image captioning and full text LLM interaction for Mistral 3 3B
I am hoping the model at https://t.co/6zl9JQyRpd gets published so I can fix some of the hallucinations @Yuki_arase
https://t.co/YIqaLk6Az2 @HelloCivitai