LynnReal Flash
Code: LynnReal-AI/LynnReal-Omni
A 42-block joint video/audio DiT with three denoiser evaluations. Supports text-to-video and native first/last keyframes. Middle blocks use spatial stride-two token selection with full-resolution residual restoration.
The complete transformer uses trained W8A8 projections: INT8 weights, per-token INT8 activations, INT32 accumulation, and BF16 outputs. Sensitive projections remain BF16. Packed weights and per-channel scales are stored without requantization in indexed Hugging Face safetensors shards.
Load using the release model.flash_int8.load_transformer or the launchers
in script/sample/flash/int8. This custom packed format requires that loader;
a generic Diffusers from_pretrained does not install the INT8 operators.
Shared conditioning and codec components are included in this model bundle.
See LICENSE and NOTICE for upstream terms.
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