End of training

README.md

@@ -5,7 +5,6 @@ tags:
 - generated_from_trainer
 metrics:
 - accuracy
-- f1
 model-index:
 - name: deberta_textclassification
   results: []
@@ -18,9 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [microsoft/deberta-base](https://huggingface.co/microsoft/deberta-base) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.3259
-- Accuracy: 0.8781
-- F1: 0.9135
+- Loss: 0.4450
+- Accuracy: 0.8969
 
 ## Model description
 
@@ -39,7 +37,7 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 5e-06
+- learning_rate: 2e-05
 - train_batch_size: 16
 - eval_batch_size: 16
 - seed: 42
@@ -49,13 +47,13 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
-| No log        | 1.0   | 180  | 0.3881          | 0.8406   | 0.8889 |
-| No log        | 2.0   | 360  | 0.3333          | 0.8688   | 0.9079 |
-| 0.4361        | 3.0   | 540  | 0.3758          | 0.8375   | 0.8802 |
-| 0.4361        | 4.0   | 720  | 0.3378          | 0.8781   | 0.9147 |
-| 0.4361        | 5.0   | 900  | 0.3259          | 0.8781   | 0.9135 |
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| No log        | 1.0   | 180  | 0.3192          | 0.8656   |
+| No log        | 2.0   | 360  | 0.4034          | 0.825    |
+| 0.3441        | 3.0   | 540  | 0.3285          | 0.8938   |
+| 0.3441        | 4.0   | 720  | 0.3576          | 0.9      |
+| 0.3441        | 5.0   | 900  | 0.4450          | 0.8969   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1b1151b8c7cc165ff38997696be11bcbc5c3feeba309bad8e925db470dd376c2
+oid sha256:10a5e121e583d87a9470061c010030ede131f77b6e1147c070a45fde39549c58
 size 556799560

tokenizer.json

@@ -2,13 +2,13 @@
   "version": "1.0",
   "truncation": {
     "direction": "Right",
-    "max_length": 195,
+    "max_length": 512,
     "strategy": "LongestFirst",
     "stride": 0
   },
   "padding": {
     "strategy": {
-      "Fixed": 195
+      "Fixed": 512
     },
     "direction": "Right",
     "pad_to_multiple_of": null,

tokenizer_config.json

@@ -50,10 +50,17 @@
   "eos_token": "[SEP]",
   "errors": "replace",
   "mask_token": "[MASK]",
+  "max_length": 195,
   "model_max_length": 1000000000000000019884624838656,
+  "pad_to_multiple_of": null,
   "pad_token": "[PAD]",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
   "sep_token": "[SEP]",
+  "stride": 0,
   "tokenizer_class": "DebertaTokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
   "unk_token": "[UNK]",
   "vocab_type": "gpt2"
 }