Protogen x3.4 Official Release
| Property | Value |
|---|---|
| License | CreativeML Open RAIL-M |
| Base Model | Stable Diffusion v1-5 |
| Primary Focus | Photorealistic Image Generation |
What is Protogen_x3.4_Official_Release?
Protogen x3.4 is an advanced text-to-image model that represents a significant evolution in photorealistic image generation. Built upon Stable Diffusion v1-5 and continuing from Protogen v2.2, this model introduces enhanced photorealism capabilities through sophisticated model merging and granular adaptive learning techniques.
Implementation Details
The model implements a unique combination of various high-quality image datasets, with precise percentage contributions from different models: 42.76% seek_art_mega, 24.44% modelshoot, 10.30% elldreth, and several other carefully weighted components. It utilizes the DPMSolverMultistepScheduler for optimal inference performance.
- Supports both CKPT (5.98GB) and Safetensors (5.98GB) formats
- Offers pruned FP16 versions for efficient deployment
- Implements Granular Adaptive Learning for fine-grained control
Core Capabilities
- Advanced photorealistic image generation
- Support for specific trigger words (modelshoot style, analog style, mdjrny-v4 style)
- Optimized for artistic and professional photography workflows
- Compatible with standard Stable Diffusion pipelines
Frequently Asked Questions
Q: What makes this model unique?
The model's uniqueness lies in its carefully calibrated merge of multiple specialized models, with a particular focus on photorealism. The granular adaptive learning approach allows it to maintain high fidelity while adapting to specific image generation requirements.
Q: What are the recommended use cases?
The model excels in creating photorealistic images, particularly for professional photography, artistic compositions, and detailed character renders. It's especially effective when used with its specific trigger words and optimized prompts.
