End of training

README.md

@@ -18,9 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.4376
-- Accuracy: 0.8036
-- F1: 0.8061
+- Loss: 0.4550
+- Accuracy: 0.8038
+- F1: 0.8080
 
 ## Model description
 
@@ -46,14 +46,16 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 500
-- num_epochs: 2
+- num_epochs: 4
 
 ### Training results
 
 | Training Loss | Epoch | Step  | Validation Loss | Accuracy | F1     |
 |:-------------:|:-----:|:-----:|:---------------:|:--------:|:------:|
-| 0.4652        | 1.0   | 6787  | 0.4442          | 0.7952   | 0.7976 |
-| 0.4165        | 2.0   | 13574 | 0.4376          | 0.8036   | 0.8061 |
+| 0.4548        | 1.0   | 6787  | 0.4594          | 0.7877   | 0.7809 |
+| 0.4435        | 2.0   | 13574 | 0.4439          | 0.8006   | 0.8111 |
+| 0.4119        | 3.0   | 20361 | 0.4410          | 0.8025   | 0.8054 |
+| 0.3942        | 4.0   | 27148 | 0.4550          | 0.8038   | 0.8080 |
 
 
 ### Framework versions

model.safetensors

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runs/Dec19_12-30-34_a47ac9e33125/events.out.tfevents.1702989035.a47ac9e33125.600.0

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tokenizer.json

@@ -6,7 +6,14 @@
     "strategy": "LongestFirst",
     "stride": 0
   },
-  "padding": null,
+  "padding": {
+    "strategy": "BatchLongest",
+    "direction": "Right",
+    "pad_to_multiple_of": null,
+    "pad_id": 0,
+    "pad_type_id": 0,
+    "pad_token": "[PAD]"
+  },
   "added_tokens": [
     {
       "id": 0,

training_args.bin

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 size 4600