Commit Graph

5 Commits

Author SHA1 Message Date
Michele Rossi
d33f3a4e34 Merge TECH_SPEC.md into README.md, fix all inconsistencies
- Consolidate TECH_SPEC into README as single source of truth
- Remove TECH_SPEC.md (375-line README covers everything)
- Fix architecture diagram: Qwen transformer ~5GB → ~20GB (20B params)
- Remove unimplemented CLI flags from docs: --sampler, --scheduler, --clip,
  --vae, --turbo (these don't exist in the actual code)
- Replace 'FP8 native compute' claim with actual FP8→BF16 conversion
- Replace 'peft' with actual diffusers native LoRA loading
- Move aspirational optimizations (VAE overlap, shared encode) to Future
- Resolve stale Open Questions; keep torch.compile as Future item
- Move 'Persistent model session' and 'Qwen Image Edit' from Future to
  implemented status with documented API
- Update performance numbers with actual measured session+flash numbers
- Document flash attention path alongside matmul fallback
- Simplify data flow diagram, remove ComfyUI-only kontext_scale concept
- Remove dead doc links (sdxl-generation.md)
2026-07-08 10:35:28 +02:00
Michele Rossi
e7cde842b3 Improve doc, cleanup 2026-07-08 09:13:46 +02:00
Michele Rossi
9564202e6d feat: add ComfyUI-style prompt weighting via compel
- Support (word:weight), [word], ((nested)) syntax
- Support BREAK for conditioning chunking (.and() translation)
- Use CompelForSDXL (modern API, avoids deprecation)
- Add --raw flag to bypass weighting and fall back to plain encoding
- Update README with Prompt Syntax section and examples
- Add docs/comfyui-prompt-style.md with design doc
2026-07-07 16:16:54 +02:00
Michele Rossi
d7d67223b8 Document edit command and performance in README 2026-07-06 18:07:26 +02:00
Michele Rossi
06fba9c234 Add vnasset SDXL generate command
ROCm-safe bfloat16 inference with custom matmul attention.
Automatic output directories, random seed, timing metadata.
2026-07-06 16:29:38 +02:00