sintecs/flux2-klein-9b-snofs-v1-4-merged
text-to-image model by sintecs
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Model card & documentation
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black-forest-labs/FLUX.2-klein-9B (the distilled 9B Klein, isdistilled: true) with the SNOFS v1.4 LoKr checkpoint merged into the transformer weights at strength 1.0. LoRA source: Ashen3/SNOFS -> Klein9b/kleinsnofsv14.safetensors. SNOFS v1.4 ships as a direct LoKr checkpoint: 112 modules of lokrw1 / lokrw2 (+ alpha). diffusers has no LoKr support, and the delta kron(w1, w2) is full-rank - not the low-rank A/B decomposition the PEFT adapter machinery expects - so there is no loadloraweights() path for it. The only way to apply it inside diffusers is an in-place merge into the transformer weights, which is what this repo contains. Practical consequence: the LoRA is baked in at a fixed strength and cannot be re-weighted per request. Ordinary LoRA adapters still attach on top of this model normally. Merged on CPU, in bfloat16, before moving to the GPU: Fused QKV deltas are split by output dim across toq / tok / tov (and addqproj…
Read the full model card ↗ · Preview checked 2026-10-31T04:05:08.529Z
Inside the original model card — Document outline
- FLUX.2 Klein 9B + SNOFS v1.4 (merged)
- Why it is merged rather than loaded as an adapter
- How it was produced
- Usage
- License
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Model overview
sintecs/flux2-klein-9b-snofs-v1-4-merged is a text-to-image model repository published by sintecs on Hugging Face. The source reports the diffusers library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-to-image
- Library
- diffusers
- Recent downloads (30 days)
- 0
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- 9,078,581,248
- Architecture
- Not reported
- License
- Not reported — check the model card
- Access
- Not gated by Hugging Face
- Created
- 2026-09-16T06:25:26.000Z
- Last modified
- 2026-09-16T06:31:28.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: black-forest-labs/FLUX.2-klein-9B
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-09-16T06:34:51.485Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
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