End of training

README.md

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+---
+tags:
+- generated_from_trainer
+model-index:
+- name: fusion_asrtbsc_distilbert-uncased-best
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# fusion_asrtbsc_distilbert-uncased-best
+
+This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.00043
+- train_batch_size: 2
+- eval_batch_size: 2
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 8
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 20
+- mixed_precision_training: Native AMP
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.19.2
+- Tokenizers 0.19.1

config.json

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+{
+  "architectures": [
+    "FusionCrossAttentionSentenceClassifier"
+  ],
+  "dropout": 0.3,
+  "embedding_strategy": "self-att",
+  "fp16": false,
+  "fusion_layers": 2,
+  "fusion_strategy": "dense",
+  "heads": 8,
+  "hidden_size": 768,
+  "k1_backbone": "whisper-encoder-small",
+  "k1_freezed": true,
+  "k1_kwargs": {
+    "load_in_4bit": false
+  },
+  "k2_backbone": "transformer-prosody-encoder192",
+  "k2_freezed": false,
+  "k2_kwargs": {
+    "dropout": 0.3,
+    "heads": 8,
+    "input_size": 5,
+    "num_layers": 2
+  },
+  "labels": 18,
+  "model_type": "fusion-cross-attention-sentence-classifier",
+  "multilabel": true,
+  "q_backbone": "distilbert-base-uncased",
+  "q_freezed": true,
+  "q_kwargs": {},
+  "torch_dtype": "float32",
+  "transformers_version": "4.41.2"
+}

model.safetensors

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+size 388182868

runs/Jun11_21-57-49_b2b0166df33a/events.out.tfevents.1718143073.b2b0166df33a.5851.0

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runs/Jun11_21-57-49_b2b0166df33a/events.out.tfevents.1718147302.b2b0166df33a.5851.1

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special_tokens_map.json

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+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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