初始化项目，由ModelHub XC社区提供模型

Model: SiangLao/xlsr-53-lao-asr Source: Original Platform
2026-05-08 11:40:38 +08:00
commit e076a20f8f
10 changed files with 417 additions and 0 deletions
--- a/training_results.json
+++ b/training_results.json
@@ -0,0 +1,57 @@
+{
+  "experiment_info": {
+    "model_name": "facebook/wav2vec2-large-xlsr-53",
+    "model_description": "XLSR-53",
+    "dataset_name": "h3llohihi/lao-asr-thesis-dataset",
+    "training_date": "2025-06-03 19:11:56",
+    "vocab_size": 55,
+    "primary_metric": "cer"
+  },
+  "training_config": {
+    "dataset_name": "h3llohihi/lao-asr-thesis-dataset",
+    "gradient_accumulation": 1,
+    "weight_decay": 0.01,
+    "warmup_steps": 400,
+    "num_epochs": 15,
+    "max_steps": -1,
+    "eval_steps": 250,
+    "save_steps": 500,
+    "logging_steps": 50,
+    "early_stopping_patience": 6,
+    "dataloader_workers": 8,
+    "use_fp16": false,
+    "gradient_checkpointing": true,
+    "label_smoothing": 0.0,
+    "primary_metric": "cer",
+    "secondary_metric": "wer",
+    "logs_dir": "./logs",
+    "model_name": "facebook/wav2vec2-large-xlsr-53",
+    "description": "XLSR-53",
+    "output_dir": "./lao-asr-xlsr-53",
+    "batch_size": 16,
+    "learning_rate": 0.0001
+  },
+  "results": {
+    "validation": {
+      "cer": 0.16520911038806443,
+      "wer": 1.0,
+      "loss": 0.48708805441856384
+    },
+    "test": {
+      "cer": 0.16219106723220977,
+      "wer": 0.9958333333333333,
+      "loss": 0.41934534907341003
+    },
+    "dev": {
+      "cer": 0.10665818490245971,
+      "wer": 0.975,
+      "loss": 0.1934221088886261
+    }
+  },
+  "training_metrics": {
+    "final_loss": 1.7461039689566584,
+    "training_time": 12829.0071,
+    "samples_per_second": 4.499,
+    "total_steps": 0
+  }
+}