End of training

README.md

@@ -0,0 +1,69 @@
+---
+license: apache-2.0
+base_model: alex-miller/ODABert
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: iati-climate-classifier
+  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. -->
+
+# iati-climate-classifier
+
+This model is a fine-tuned version of [alex-miller/ODABert](https://huggingface.co/alex-miller/ODABert) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3397
+- Accuracy: 0.8562
+
+## 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: 1e-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
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss | Accuracy |
+|:-------------:|:-----:|:-----:|:---------------:|:--------:|
+| 0.4374        | 1.0   | 2739  | 0.3603          | 0.8443   |
+| 0.3492        | 2.0   | 5478  | 0.3553          | 0.8508   |
+| 0.3265        | 3.0   | 8217  | 0.3397          | 0.8562   |
+| 0.3099        | 4.0   | 10956 | 0.3404          | 0.8607   |
+| 0.2955        | 5.0   | 13695 | 0.3536          | 0.8602   |
+| 0.2849        | 6.0   | 16434 | 0.3486          | 0.8628   |
+| 0.2746        | 7.0   | 19173 | 0.3484          | 0.8634   |
+| 0.2681        | 8.0   | 21912 | 0.3518          | 0.8630   |
+| 0.2619        | 9.0   | 24651 | 0.3560          | 0.8639   |
+| 0.2597        | 10.0  | 27390 | 0.3535          | 0.8649   |
+
+
+### Framework versions
+
+- Transformers 4.38.2
+- Pytorch 2.0.1
+- Datasets 2.18.0
+- Tokenizers 0.15.2

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:70c7f5c073012451e2d707307a57f61c0820ee1b474b0f91bb54980d03002ecf
+oid sha256:f5f6d7e518d56d84e7d3476982f95b0be0c99e11d60e8fc68d4e769a4e659806
 size 672708608

runs/Mar19_12-55-00_129-80-250-136/events.out.tfevents.1710869985.129-80-250-136.2566.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39cab4246c96dae4e03cd71044dc5b84b0f6f79dc76b8c0353457eda437b5dd5
+size 417