End of training

README.md

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+---
+license: mit
+base_model: microsoft/xtremedistil-l6-h384-uncased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: depression_tweet
+  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. -->
+
+# depression_tweet
+
+This model is a fine-tuned version of [microsoft/xtremedistil-l6-h384-uncased](https://huggingface.co/microsoft/xtremedistil-l6-h384-uncased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1301
+- Accuracy: 0.9527
+
+## 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: 3e-05
+- train_batch_size: 128
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 4
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| No log        | 1.0   | 216  | 0.1935          | 0.9309   |
+| No log        | 2.0   | 432  | 0.1599          | 0.9439   |
+| 0.1874        | 3.0   | 648  | 0.1370          | 0.9503   |
+| 0.1874        | 4.0   | 864  | 0.1301          | 0.9527   |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.0

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