ChrisColeTech/SenseNova-turbo-FP8

SenseNova Turbo FP8 & GGUF (8-step Turbo LoRA baked-in)

SenseNova-Turbo-FP8 is a native unified multimodal checkpoint fine-tuned for more accurate, consistent, reliable, and aesthetically compelling visual creation.

Built on NEO-unify, it strengthens the patchify layers, data quality and distribution, task formulation, prompt enhancement, and post-training pipeline.

Overview

The official release focuses on six user-visible improvements:

• Higher-quality image generation: improved composition and color harmony, with more realistic material rendering, natural lighting, stronger visual fidelity, and finer local details.
• Better text rendering and infographic generation: more legible Chinese and English text, with clearer information hierarchy in posters, infographics, brand assets, and other text-dense designs.
• More efficient native 4K generation: more coherent global structure, color harmony, and stable high-resolution output with improved generation efficiency.
• More reliable native image editing: stronger preservation of subject identity and unedited content across local, text, multi-reference, insertion, and replacement edits.
• Stronger complex-instruction following: more consistent execution of object counts, spatial relationships, layouts, styles, and multiple constraints within a single request.
• More precise visual control: more accurate region- and object-level control through bounding boxes, visual markers, and single- or multi-image references.

steps: 8
CFG: 1
cfg_norm: none
shift: 3
sampler: euler
scheduler: normal
denoise: 1

Showcases

License

This model is released under the Apache 2.0 License.