Training complete

README.md

@@ -0,0 +1,67 @@
+---
+license: apache-2.0
+base_model: distilbert-base-uncased
+tags:
+- text_classification
+- generated_from_trainer
+metrics:
+- accuracy
+- f1
+model-index:
+- name: distilbert-base-uncased-finetuned-Global_Intent
+  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. -->
+
+# distilbert-base-uncased-finetuned-Global_Intent
+
+This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4771
+- Accuracy: 0.8879
+- F1: 0.8879
+
+## 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: 0.0001
+- train_batch_size: 64
+- eval_batch_size: 64
+- 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 | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
+| 1.6913        | 1.0   | 180  | 0.6445          | 0.8431   | 0.8367 |
+| 0.4537        | 2.0   | 360  | 0.4791          | 0.8824   | 0.8798 |
+| 0.2192        | 3.0   | 540  | 0.4941          | 0.8775   | 0.8753 |
+| 0.1098        | 4.0   | 720  | 0.4912          | 0.8844   | 0.8826 |
+| 0.0628        | 5.0   | 900  | 0.4771          | 0.8879   | 0.8879 |
+
+
+### Framework versions
+
+- Transformers 4.35.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e184bde169e256aacf55e26e01d5805e117eaa8124abf0e09ccb10c172ae07f2
+oid sha256:0c5fbbbc31bc565d0c66c4b0e1459cf261f96e77b121ca744db2a35bd4f1cc13
 size 268010984

runs/Jan26_09-30-12_4c93834169dd/events.out.tfevents.1706261412.4c93834169dd.8336.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ecf58b5990f1a720fc3156a3ab845acfc8c921464778d1f559181b1dfb53dbc0
-size 7755
+oid sha256:694e5ed729f3e79240599f819b6b6f98417031bbe49dd85c31070d7ade0dd6ee
+size 9687

tokenizer.json

@@ -1,19 +1,7 @@
 {
   "version": "1.0",
-  "truncation": {
-    "direction": "Right",
-    "max_length": 512,
-    "strategy": "LongestFirst",
-    "stride": 0
-  },
-  "padding": {
-    "strategy": "BatchLongest",
-    "direction": "Right",
-    "pad_to_multiple_of": null,
-    "pad_id": 0,
-    "pad_type_id": 0,
-    "pad_token": "[PAD]"
-  },
+  "truncation": null,
+  "padding": null,
   "added_tokens": [
     {
       "id": 0,