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Model: KasuleTrevor/cdli-whisper-ml-eng-lug-full-a40-5e-5 Source: Original Platform
2026-05-09 01:04:12 +08:00
commit 6076bb9561
35 changed files with 238670 additions and 0 deletions
--- a/experiment_summary.json
+++ b/experiment_summary.json
@@ -0,0 +1,46 @@
+{
+  "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"
+}