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Release calibrated Image2.1 NVFP4 transformer with dynamic scaling and BF16 rank correction, native SM120 runtime, quality evidence and real-time demo
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{
"load_seconds": 2.297096138005145,
"torch": "2.14.0+cu130",
"gpu": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
"nvfp4_linears": 224,
"steps": 40,
"cfg": 1,
"bf16_rank": 128,
"attention_dtype": "bfloat16",
"approximate_cache": false,
"timing": {
"1024": {
"seconds": [
4.547408219019417,
4.571850906999316,
4.592371508013457,
4.610020697989967,
4.624509044981096
],
"mean": 4.58923207540065,
"warmup_seconds": 8.535866206977516,
"peak_gb": 30.255306752
},
"2048": {
"seconds": [
32.58121982298326,
32.67262674000813,
32.71958359400742
],
"mean": 32.657810052332934,
"warmup_seconds": 35.41050831298344,
"peak_gb": 51.385951232
}
},
"protocol": "CUDA synchronized; batch1; full40steps; includes encoder, denoising and VAE; excludes model load, resolution warmup and file writes. Prefix KV cache enabled. All large projections use either native NVFP4 with BF16 rank128 correction or explicitly listed calibrated FP8 safety layers. Compiled mode emulates intermediate precision casts."
}