{
  "experiment_id": "ML-ENG-LUG-FULL-A40-5e-5",
  "base_model": "Sunbird/asr-whisper-large-v3-salt",
  "languages": [
    "lug",
    "eng"
  ],
  "training_method": "full",
  "lora_r": 16,
  "lora_alpha": 32,
  "lora_dropout": 0.15,
  "learning_rate": 5e-05,
  "optimizer": "adamw_torch_fused",
  "effective_batch_size": 32,
  "train_metrics": {
    "train_runtime": 14886.6676,
    "train_samples_per_second": 8.598,
    "train_steps_per_second": 0.269,
    "total_flos": 4.347268958158848e+20,
    "train_loss": 0.010958212658762932,
    "epoch": 11.563787495482472
  },
  "test_metrics": {
    "test_loss": 0.8137470483779907,
    "test_wer": 0.28512065990166696,
    "test_cer": 0.12683188844935386,
    "test_runtime": 1344.2304,
    "test_samples_per_second": 1.518,
    "test_steps_per_second": 0.379,
    "epoch": 11.563787495482472
  },
  "trainer_test_utterance_avg_metrics": {
    "wer": 0.28512065990166696,
    "cer": 0.12683188844935386
  },
  "final_corpus_metrics": {
    "wer": 0.3410804796637409,
    "cer": 0.16023962034179612
  },
  "final_utterance_avg_metrics": {
    "wer": 0.3189475550725116,
    "cer": 0.13851965646586686
  },
  "resume_from_checkpoint": "results/finetuned/ML-ENG-LUG-FULL-A40-5e-5/checkpoint-2500",
  "hub_repo_id": "KasuleTrevor/cdli-whisper-ml-eng-lug-full-a40-5e-5"
}