Uploaded weights

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "/content/wav2vec_fine_tuned_cp6/checkpoint-6",
+  "_name_or_path": "facebook/wav2vec2-base",
   "activation_dropout": 0.0,
   "adapter_attn_dim": null,
   "adapter_kernel_size": 3,
@@ -7,7 +7,7 @@
   "add_adapter": false,
   "apply_spec_augment": true,
   "architectures": [
-    "Wav2Vec2ForCTC"
+    "Wav2Vec2ForSequenceClassification"
   ],
   "attention_dropout": 0.1,
   "bos_token_id": 1,
@@ -59,6 +59,10 @@
   "id2label": {
     "0": "abroad",
     "1": "address",
+    "10": "high_value_payment",
+    "11": "joint_account",
+    "12": "latest_transactions",
+    "13": "pay_bill",
     "2": "app_error",
     "3": "atm_limit",
     "4": "balance",
@@ -66,11 +70,7 @@
     "6": "card_issues",
     "7": "cash_deposit",
     "8": "direct_debit",
-    "9": "freeze",
-    "10": "high_value_payment",
-    "11": "joint_account",
-    "12": "latest_transactions",
-    "13": "pay_bill"
+    "9": "freeze"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,

model.safetensors

@@ -1,3 +1,3 @@
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+size 378314704

optimizer.pt

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preprocessor_config.json

@@ -0,0 +1,9 @@
+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "return_attention_mask": false,
+  "sampling_rate": 16000
+}

rng_state.pth

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scheduler.pt

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+size 1064

trainer_state.json

@@ -0,0 +1,51 @@
+{
+  "best_metric": 0.04424778761061947,
+  "best_model_checkpoint": "my_awesome_mind_model/checkpoint-3",
+  "epoch": 1.6666666666666665,
+  "eval_steps": 500,
+  "global_step": 6,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.8,
+      "eval_accuracy": 0.04424778761061947,
+      "eval_loss": 2.6481995582580566,
+      "eval_runtime": 31.3093,
+      "eval_samples_per_second": 3.609,
+      "eval_steps_per_second": 0.128,
+      "step": 3
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+      "eval_accuracy": 0.017699115044247787,
+      "eval_loss": 2.652434825897217,
+      "eval_runtime": 31.0692,
+      "eval_samples_per_second": 3.637,
+      "eval_steps_per_second": 0.129,
+      "step": 6
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+  ],
+  "logging_steps": 10,
+  "max_steps": 6,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 2,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 6972617244672000.0,
+  "train_batch_size": 32,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

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