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README.md
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---
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license: apache-2.0
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base_model: distilbert-base-uncased
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tags:
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- generated_from_trainer
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datasets:
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- emotion
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model-index:
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- name: distilbert-base-uncased-finetuned-emotion
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results: []
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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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# distilbert-base-uncased-finetuned-emotion
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the emotion dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 64
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- eval_batch_size: 64
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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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- num_epochs: 2
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### Framework versions
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- Transformers 4.35.0
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- Pytorch 2.1.0+cu118
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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ch3.ipynb
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"source": [
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"from transformers import AutoTokenizer\n",
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"from bertviz.transformer_neuron_view import BertModel\n",
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"from
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]
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}
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],
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"source": [
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"from transformers import AutoTokenizer\n",
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"from bertviz.transformer_neuron_view import BertModel\n",
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"from bertviz.neuron_view import show\n",
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"\n",
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"model_ckpt = \"bert_base_uncased\"\n",
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"tokenizer = AutoTokenizer.from_pretrained(model_ckpt)\n",
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"model = BertModel.from_pretrained(model_ckpt)\n",
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"text = \"ti\""
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]
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}
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],
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model.safetensors
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