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Project-Cosmos-V1.1
Bl4ckSpaces/Project-Cosmos-V1.1
Project-Cosmos-V1.1 is a text-to-image model from Bl4ckSpaces. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as openrail++.
Cosmos V1.1 fixes the tensor explosion issue of V1.0. It moves away from theoretical LLM DARE scaling and uses Sparse Transfer Learning.
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At a glance
- Task
- Text-to-Image
- Library
- diffusers
- License
- openrail++
- Access
- Public
- Created
- Jan 27, 2026
- Updated
- Jan 27, 2026
- SHA
- a8208ef9
Model card
From the Hugging Face model README
Project-Cosmos-V1.1 (Stabilized Edition)
Cosmos V1.1 fixes the tensor explosion issue of V1.0. It moves away from theoretical LLM DARE scaling and uses Sparse Transfer Learning.
The Fix
- Removed Aggressive Scaling: We no longer multiply weights by 10x. This eliminates the "deep-fried" noise artifacts.
- Sparse Cleaning: We still Drop (Prune) 40-80% of the weak noise data from NoobAI, ensuring only the clean "bone structure" and "core style" are transferred to IllumiYume.
- Result: The sharpness of DARE, without the destruction.
Recommended Settings
- Sampler: Euler a / DPM++ 2M SDE
- CFG: 5.0 - 7.0
- Steps: 28+
- Task
- Text-to-Image
- Library
- diffusers
- License
- openrail++
- Created
- Jan 27, 2026
- Updated
- Jan 27, 2026