End of training

README.md

@@ -0,0 +1,62 @@
+---
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+model-index:
+- name: DepRoBERTa-v5
+  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. -->
+
+# DepRoBERTa-v5
+
+This model is a fine-tuned version of [rafalposwiata/deproberta-large-depression](https://huggingface.co/rafalposwiata/deproberta-large-depression) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3402
+- Accuracy: 0.88
+- F1: 0.9321
+
+## 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: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
+| No log        | 1.0   | 235  | 0.3406          | 0.8433   | 0.9069 |
+| No log        | 2.0   | 470  | 0.3402          | 0.88     | 0.9321 |
+
+
+### Framework versions
+
+- Transformers 4.30.2
+- Pytorch 2.0.1+cu118
+- Datasets 2.13.1
+- Tokenizers 0.13.3

config.json

@@ -8,7 +8,7 @@
   "classifier_dropout": 0.1,
   "eos_token_id": 2,
   "hidden_act": "gelu",
-  "hidden_dropout_prob": 0.3,
+  "hidden_dropout_prob": 0.1,
   "hidden_size": 1024,
   "initializer_range": 0.02,
   "intermediate_size": 4096,

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:84c3d12a8e040df99b34a6bc724abc961a5a4d157c901add6358dd260aa6b229
+oid sha256:2b311a719d93f7534cf76a526de0a38dca234be5ed612fbad2cc2ed9f75daa4b
 size 1421587189

runs/Jul18_11-18-26_3d409e3c6575/events.out.tfevents.1689679213.3d409e3c6575.369.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:48a14ffebaa614a93da7bef4b2ff3d58d6860cc38816073287a1515fd545dee0
-size 5043
+oid sha256:9b3287ecceb4df7a7e5ef2590ce0fb6d14f03f7ca6973ebc87d3df3acfeaa7bf
+size 5766

runs/Jul18_11-51-52_3d409e3c6575/events.out.tfevents.1689681132.3d409e3c6575.369.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3adf11e8ba874e438cd611471e0bfdddc7df28fd2aca7531332309ec3ff55acd
+size 5240

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fdfb0d30f7e84aefb0f9dd14d8a364fc97e17d347b7086f6ed987957d6493497
+oid sha256:b7fb59d62566462219da2e46faf35d9112f9ac50bef41497e67b8be973a92ada
 size 4027