Instructions to use Bl4ckSpaces/Project-Cosmos-V2.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Bl4ckSpaces/Project-Cosmos-V2.1 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Bl4ckSpaces/Project-Cosmos-V2.1", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
- DiffusionBee
Project-Cosmos-V2.1 (Resolution Transplant)
Cosmos V2.1 marks a strategic pivot. We identified that NoobAI XL has superior anatomy and style compared to previous bases. However, NoobAI sometimes struggles with very high resolutions (1536px+).
The Method: Surgical Attention Transplant
- Base: NoobAI XL v1.0 (100% of Anatomy, ResNets, Style, and Text Encoders).
- Donor: IllumiYume v3.5 (Only providing Spatial Awareness).
- Technique: We applied SLERP (50%) only to the Attention Layers (
attn/transformer). These layers control how the model handles pixel coherence at scale.
The Result
- Anatomy: Pure NoobAI (Perfect fingers, good proportions).
- Style: Pure NoobAI (Soft lighting, no burns).
- Resolution: Inherited IllumiYume's ability to render native 1536x1536 without duplicating heads or breaking bodies.
Recommended Settings
- Sampler: Euler a / DPM++ 2M SDE
- CFG: 5.0 - 8.0
- Resolution: Tested up to 1536x1536 (Native).
- Downloads last month
- 6