Training completed!

README.md

@@ -0,0 +1,79 @@
+---
+license: apache-2.0
+base_model: distilbert-base-uncased
+tags:
+- generated_from_trainer
+datasets:
+- clinc_oos
+metrics:
+- accuracy
+model-index:
+- name: distilbert-base-uncased-finetuned-clinc
+  results:
+  - task:
+      name: Text Classification
+      type: text-classification
+    dataset:
+      name: clinc_oos
+      type: clinc_oos
+      config: plus
+      split: validation
+      args: plus
+    metrics:
+    - name: Accuracy
+      type: accuracy
+      value: 0.9167741935483871
+---
+
+<!-- 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. -->
+
+# distilbert-base-uncased-finetuned-clinc
+
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7643
+- Accuracy: 0.9168
+
+## 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: 2e-05
+- train_batch_size: 48
+- eval_batch_size: 48
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| No log        | 1.0   | 318  | 3.2689          | 0.7190   |
+| 3.7735        | 2.0   | 636  | 1.8549          | 0.8429   |
+| 3.7735        | 3.0   | 954  | 1.1411          | 0.8926   |
+| 1.6771        | 4.0   | 1272 | 0.8445          | 0.9135   |
+| 0.8911        | 5.0   | 1590 | 0.7643          | 0.9168   |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 1.13.0
+- Datasets 2.15.0
+- Tokenizers 0.15.0

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6e9592769b0da9b86e54e51d49657e6ade95600d95013242c01f12662b52cc57
+oid sha256:0fc598c1a27ad39bbbccb80c6f1133336031c2cc7da0634a419a8aaa9731e432
 size 268290900

runs/Dec15_19-02-37_DESKTOP-A6V52FD/events.out.tfevents.1702634569.DESKTOP-A6V52FD.14480.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9315ee04128d6e4b7422354f6b0d3374bd1b3d4f1bac065dd467c12d530f7a02
-size 13470
+oid sha256:5d9c5e825fbe0ba4315fc15a5d94a131174415bbb691d7686ec3b05a12b91ffa
+size 14147