flux1-fill-dev-fp8
| Property | Value |
|---|---|
| Original Model | FLUX.1-Fill-dev |
| Quantization | float8 (e4m3fn) |
| License | FLUX.1 [dev] Non-Commercial License |
| Author | boricuapab |
What is flux1-fill-dev-fp8?
flux1-fill-dev-fp8 is a quantized version of the FLUX.1-Fill-dev model, specifically optimized using float8 (e4m3fn) quantization. This optimization technique reduces the model's memory footprint while maintaining performance, making it more efficient for deployment scenarios where computational resources may be limited.
Implementation Details
The model implements an 8-bit floating-point quantization scheme, specifically using the e4m3fn format. This format uses 4 bits for the exponent and 3 bits for the mantissa, with an additional bit for the sign, providing a good balance between precision and memory efficiency.
- Quantized from the original FLUX.1-Fill-dev model
- Uses float8 (e4m3fn) weight representation
- Optimized for memory efficiency
- Maintains model functionality while reducing resource requirements
Core Capabilities
- Reduced memory footprint compared to the original model
- Maintains core functionality of FLUX.1-Fill-dev
- Suitable for resource-constrained environments
- Compatible with float8-supporting hardware accelerators
Frequently Asked Questions
Q: What makes this model unique?
This model stands out for its efficient float8 quantization of the FLUX.1-Fill-dev model, making it more accessible for deployment in resource-constrained environments while maintaining the core capabilities of the original model.
Q: What are the recommended use cases?
The model is best suited for applications where memory efficiency is crucial, particularly in environments where the full precision model would be too resource-intensive. However, users should note the non-commercial license restrictions.
