mkb_weather_encoder_decoder / validation.json
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Extract pinned native components; verify source bytes, strict loading and native encode/decode interfaces
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{
"strict_load": true,
"source_tensor_bytes_equal": true,
"checks": [
{
"name": "strict_weather_components",
"passed": true,
"tensors": 299
},
{
"name": "decoder_encoder_reference",
"passed": true
},
{
"name": "decoder_cold_cache",
"passed": true
},
{
"name": "weather_encode_native",
"passed": true,
"shape": [
1,
400,
4096
]
},
{
"name": "weather_identity_projector",
"passed": true
},
{
"name": "encoder_decoder_cache",
"passed": true
},
{
"name": "weather_decode_native",
"passed": true,
"shape": [
1,
70,
120,
120
],
"dtype": "torch.float32"
},
{
"name": "native_float32_residual",
"passed": true
},
{
"name": "weather_source_bytes_exact",
"passed": true
}
],
"smoke": {
"passed": true,
"device": "cpu",
"dtype": "float32",
"geometry_override": [
120,
120
],
"original_geometry": [
721,
1440
],
"fields": "synthetic standardized inputs; zero static constants",
"decoder_hidden_states": "synthetic zeros, not MKB language outputs"
},
"elapsed_seconds": 13.903923988342285,
"limitations": [
"No 721x1440 full-resolution forecast, ERA5 evaluation, physical-value de-normalization, or multi-day rollout.",
"Real forecasting additionally requires original ERA5 variable ordering, normalization/static-field data and the MKB language backbone.",
"No medical SAM3 or biological sequence components included."
],
"runtime_versions": {
"torch": "2.14.1",
"torchvision": "0.29.1",
"transformers": "5.20.1",
"diffusers": "0.41.0",
"safetensors": "0.8.0",
"accelerate": "1.15.0",
"numpy": "2.5.4",
"einops": "0.8.2",
"pandas": "3.0.6"
}
}