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