cara-native-stable-audio / phase2 /native_stable_audio_training_report.json
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{
"checkpoint": "/mnt/azureml/cr/j/9bc2eeb108a443efacf93b6c3c501d21/cap/data-capability/wd/output_dir/native_stable_audio_full.ckpt",
"created_at": "2026-07-16T08:30:43.618808+00:00",
"dry_run": false,
"expected_steps": 7665,
"global_step": 7665,
"hf_auth_source": "azure_key_vault",
"manifest_file": "/mnt/azureml/cr/j/9bc2eeb108a443efacf93b6c3c501d21/cap/data-capability/wd/INPUT_manifest_file/manifest.jsonl",
"metrics": {
"cara/family_ce": 0.11480632424354553,
"cara/family_top1": 1.0,
"cara/loss_weight": 0.05000000074505806,
"cara/pool_ce": 1.48419189453125,
"cara/pool_top1": 0.5,
"train/loss": 0.9373847246170044,
"train/lr": 9.999999747378752e-06,
"train/mse_context_loss": 0.0,
"train/mse_loss": 0.8796790242195129,
"train/mse_masked_loss": 1.447316288948059,
"train/mse_signal": 0.8669597506523132,
"train/std_data": 1.0021560192108154,
"train/std_targets": 1.4167636632919312
},
"registry_sha256": "5f54875c2f2ab6b875b266e13638ca606a2c8a2fe5b145daf1638ad3a08c38cc",
"seed": 20260716,
"status": "passed",
"test_name": "38_native_stable_audio_training",
"training_contract": {
"arc_discriminator_checkpoint": "/path/to/base/rf/model",
"arc_enabled": false,
"arc_removed": true,
"reason": "The published Stable Audio Open Small config references an unavailable ARC discriminator checkpoint. Phase 2 uses the standard conditional-diffusion objective plus the checkpoint-owned CARA pool/family loss.",
"training_wrapper_mode": "diffusion_cond_plain_with_native_cara_loss"
},
"training_rows": 61325,
"training_wrapper_class": "DiffusionCondTrainingWrapper"
}