End of training

README.md

@@ -0,0 +1,64 @@
+---
+license: apache-2.0
+base_model: bert-large-uncased
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+model-index:
+- name: bert-large-uncased-detect-depression-stage-one-v4
+  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. -->
+
+# bert-large-uncased-detect-depression-stage-one-v4
+
+This model is a fine-tuned version of [bert-large-uncased](https://huggingface.co/bert-large-uncased) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7637
+- Accuracy: 0.717
+- F1: 0.7838
+
+## 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: 5e-06
+- train_batch_size: 4
+- eval_batch_size: 4
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
+| 0.5824        | 1.0   | 1502 | 0.5673          | 0.726    | 0.7832 |
+| 0.5499        | 2.0   | 3004 | 0.6104          | 0.725    | 0.7976 |
+| 0.486         | 3.0   | 4506 | 0.7637          | 0.717    | 0.7838 |
+
+
+### Framework versions
+
+- Transformers 4.31.0
+- Pytorch 2.0.1+cu118
+- Datasets 2.13.1
+- Tokenizers 0.13.3

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:00d02e73562f0d01e333d6e3aeb80cd036e1bb4f0627377e24c37a63d9571f12
+oid sha256:9b98e20f0e8a67fb2e77f89f01820507cf85bfcd299e80f40786da9213b1ed8f
 size 1340710193

runs/Jul19_01-22-13_6c9f7cce890d/events.out.tfevents.1689729764.6c9f7cce890d.259.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ab9c7c07ab97fc5ec8294271c0ea63bfcfdf3303c63053d26ea4db394cad9ca4
-size 6394
+oid sha256:b504833aa2d2d331c2c0c763bbdb51510b34353827e1275fd391e4358f20266f
+size 7117

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,13 @@
+{
+  "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": "BertTokenizer",
+  "unk_token": "[UNK]"
+}