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prompt_fine_tuned_CB_bert

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ library_name: peft
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+ tags:
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+ - generated_from_trainer
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+ base_model: google-bert/bert-base-uncased
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+ metrics:
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+ - accuracy
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+ - f1
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+ model-index:
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+ - name: prompt_fine_tuned_CB_bert
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # prompt_fine_tuned_CB_bert
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+
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+ This model is a fine-tuned version of [google-bert/bert-base-uncased](https://huggingface.co/google-bert/bert-base-uncased) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.3050
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+ - Accuracy: 0.3182
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+ - F1: 0.1536
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 5e-05
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+ - train_batch_size: 1
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+ - eval_batch_size: 1
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - training_steps: 400
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+
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+ ### Training results
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+
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+
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+
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+ ### Framework versions
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+
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+ - PEFT 0.10.0
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+ - Transformers 4.40.1
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+ - Pytorch 2.2.1+cu121
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+ - Datasets 2.19.0
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+ - Tokenizers 0.19.1
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+ "num_transformer_submodules": 1,
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+ "num_virtual_tokens": 12,
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+ "peft_type": "PROMPT_TUNING",
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+ "prompt_tuning_init": "RANDOM",
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+ "task_type": "SEQ_CLS",
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+ "token_dim": 768,
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+ "tokenizer_name_or_path": "google-bert/bert-base-uncased"
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+ }
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