End of training

README.md

@@ -0,0 +1,65 @@
+---
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: pneumonia-classification-02
+  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. -->
+
+# pneumonia-classification-02
+
+This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1186
+- Accuracy: 0.9579
+
+## 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-05
+- train_batch_size: 16
+- eval_batch_size: 50
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 64
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.4023        | 0.99  | 52   | 0.3425          | 0.8663   |
+| 0.2172        | 2.0   | 105  | 0.1946          | 0.9284   |
+| 0.1562        | 2.99  | 157  | 0.1298          | 0.9535   |
+| 0.1608        | 4.0   | 210  | 0.1228          | 0.9570   |
+| 0.126         | 4.95  | 260  | 0.1233          | 0.9499   |
+
+
+### Framework versions
+
+- Transformers 4.33.2
+- Pytorch 2.0.1+cu117
+- Datasets 2.14.4
+- Tokenizers 0.13.3

config.json

@@ -0,0 +1,7 @@
+{
+  "architectures": [
+    "CustomClassification"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.33.2"
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3185a87a6f6a5b7618e51955246ff0a2b4c87b687c72c6a096606c5c697cc4a
+size 233163169

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf34c89e8a495728ad2a85073c29238368052c1379c5855d47b61cef28a9d6c7
+size 4091