Training in progress, step 2

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "classla/wav2vec2-xls-r-parlaspeech-hr",
+  "_name_or_path": "facebook/wav2vec2-base",
   "activation_dropout": 0.0,
   "adapter_attn_dim": null,
   "adapter_kernel_size": 3,
@@ -9,12 +9,12 @@
   "architectures": [
     "Wav2Vec2ForCTC"
   ],
-  "attention_dropout": 0.0,
+  "attention_dropout": 0.1,
   "bos_token_id": 1,
   "classifier_proj_size": 256,
-  "codevector_dim": 768,
+  "codevector_dim": 256,
   "contrastive_logits_temperature": 0.1,
-  "conv_bias": true,
+  "conv_bias": false,
   "conv_dim": [
     512,
     512,
@@ -45,41 +45,50 @@
   "ctc_loss_reduction": "mean",
   "ctc_zero_infinity": false,
   "diversity_loss_weight": 0.1,
-  "do_stable_layer_norm": true,
+  "do_stable_layer_norm": false,
   "eos_token_id": 2,
   "feat_extract_activation": "gelu",
-  "feat_extract_dropout": 0.0,
-  "feat_extract_norm": "layer",
-  "feat_proj_dropout": 0.0,
+  "feat_extract_norm": "group",
+  "feat_proj_dropout": 0.1,
   "feat_quantizer_dropout": 0.0,
   "final_dropout": 0.0,
-  "gradient_checkpointing": false,
+  "freeze_feat_extract_train": true,
   "hidden_act": "gelu",
-  "hidden_dropout": 0.0,
-  "hidden_size": 1024,
+  "hidden_dropout": 0.1,
+  "hidden_size": 768,
   "initializer_range": 0.02,
-  "intermediate_size": 4096,
+  "intermediate_size": 3072,
   "layer_norm_eps": 1e-05,
   "layerdrop": 0.0,
+  "mask_channel_length": 10,
+  "mask_channel_min_space": 1,
+  "mask_channel_other": 0.0,
+  "mask_channel_prob": 0.0,
+  "mask_channel_selection": "static",
   "mask_feature_length": 10,
   "mask_feature_min_masks": 0,
   "mask_feature_prob": 0.0,
   "mask_time_length": 10,
   "mask_time_min_masks": 2,
+  "mask_time_min_space": 1,
+  "mask_time_other": 0.0,
   "mask_time_prob": 0.05,
+  "mask_time_selection": "static",
   "model_type": "wav2vec2",
+  "no_mask_channel_overlap": false,
+  "no_mask_time_overlap": false,
   "num_adapter_layers": 3,
-  "num_attention_heads": 16,
+  "num_attention_heads": 12,
   "num_codevector_groups": 2,
   "num_codevectors_per_group": 320,
   "num_conv_pos_embedding_groups": 16,
   "num_conv_pos_embeddings": 128,
   "num_feat_extract_layers": 7,
-  "num_hidden_layers": 24,
+  "num_hidden_layers": 12,
   "num_negatives": 100,
-  "output_hidden_size": 1024,
-  "pad_token_id": 1,
-  "proj_codevector_dim": 768,
+  "output_hidden_size": 768,
+  "pad_token_id": 0,
+  "proj_codevector_dim": 256,
   "tdnn_dilation": [
     1,
     2,
@@ -104,6 +113,6 @@
   "torch_dtype": "float32",
   "transformers_version": "4.31.0",
   "use_weighted_layer_sum": false,
-  "vocab_size": 50,
+  "vocab_size": 32,
   "xvector_output_dim": 512
 }

preprocessor_config.json

@@ -5,6 +5,6 @@
   "padding_side": "right",
   "padding_value": 0.0,
   "processor_class": "Wav2Vec2Processor",
-  "return_attention_mask": true,
+  "return_attention_mask": false,
   "sampling_rate": 16000
 }

pytorch_model.bin

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runs/Aug16_22-01-33_ad9991e891e0/events.out.tfevents.1692223779.ad9991e891e0.188.0

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runs/Aug16_22-17-59_ad9991e891e0/events.out.tfevents.1692224285.ad9991e891e0.188.1

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runs/Aug16_22-20-30_ad9991e891e0/events.out.tfevents.1692224435.ad9991e891e0.188.2

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special_tokens_map.json

@@ -1,22 +1,6 @@
 {
-  "additional_special_tokens": [
-    {
-      "content": "<s>",
-      "lstrip": false,
-      "normalized": true,
-      "rstrip": false,
-      "single_word": false
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-      "content": "</s>",
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-      "normalized": true,
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-    }
-  ],
   "bos_token": "<s>",
   "eos_token": "</s>",
-  "pad_token": "[PAD]",
-  "unk_token": "[UNK]"
+  "pad_token": "<pad>",
+  "unk_token": "<unk>"
 }

tokenizer_config.json

@@ -1,16 +1,16 @@
 {
   "bos_token": "<s>",
   "clean_up_tokenization_spaces": true,
-  "do_lower_case": true,
+  "do_lower_case": false,
   "do_normalize": true,
   "eos_token": "</s>",
   "model_max_length": 1000000000000000019884624838656,
-  "pad_token": "[PAD]",
+  "pad_token": "<pad>",
   "processor_class": "Wav2Vec2Processor",
   "replace_word_delimiter_char": " ",
-  "return_attention_mask": true,
+  "return_attention_mask": false,
   "target_lang": null,
   "tokenizer_class": "Wav2Vec2CTCTokenizer",
-  "unk_token": "[UNK]",
+  "unk_token": "<unk>",
   "word_delimiter_token": "|"
 }

training_args.bin

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vocab.json

@@ -1,50 +1,34 @@
 {
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-  "ć": 31,
-  "č": 32,
-  "đ": 33,
-  "š": 34,
-  "ž": 35,
-  "ӧ": 36
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 }