Training in progress, step 6000

pytorch_model.bin

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run_3.sh

@@ -8,7 +8,7 @@ python run_speech_recognition_ctc.py \
       --per_device_train_batch_size="16" \
       --per_device_eval_batch_size="16" \
       --gradient_accumulation_steps="2" \
-      --learning_rate="7.5e-6" \
+      --learning_rate="7.5e-7" \
       --warmup_steps="1000" \
       --evaluation_strategy="steps" \
       --text_column_name="transcription" \
@@ -21,9 +21,9 @@ python run_speech_recognition_ctc.py \
       --greater_is_better="False" \
       --load_best_model_at_end \
       --save_total_limit="10" \
-      --mask_time_prob="0.6" \
+      --mask_time_prob="0.3" \
       --mask_time_length="10" \
-      --mask_feature_prob="0.2" \
+      --mask_feature_prob="0.1" \
       --fp16 \
       --mask_feature_length="64" \
       --chars_to_ignore , ? . ! - \; \: \" “ % ‘ ” � \

runs/Dec16_20-56-58_129-146-104-29/1671224389.6246047/events.out.tfevents.1671224389.129-146-104-29.146388.1

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runs/Dec16_21-09-39_129-146-104-29/1671225152.348097/events.out.tfevents.1671225152.129-146-104-29.146624.1

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special_tokens_map.json

@@ -77,6 +77,34 @@
       "rstrip": false,
       "single_word": false
     },
+    {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false
+    },
+    {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false
+    },
+    {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false
+    },
+    {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false
+    },
     {
       "content": "</s>",
       "lstrip": false,

training_args.bin

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