Fine tune model

README.md

@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [roberta-large](https://huggingface.co/roberta-large) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.4877
-- Precision: 0.8557
-- Recall: 0.6375
-- F1-score: 0.7306
-- Accuracy: 0.7991
+- Loss: 0.4772
+- Precision: 0.7667
+- Recall: 0.7573
+- F1-score: 0.7620
+- Accuracy: 0.7978
 
 ## Model description
 
@@ -56,11 +56,11 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1-score | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:--------:|:--------:|
-| 0.656         | 1.0   | 762  | 0.6091          | 0.5121    | 0.9432 | 0.6638   | 0.5916   |
-| 0.5514        | 2.0   | 1524 | 0.6414          | 0.5205    | 0.9370 | 0.6692   | 0.6041   |
-| 0.5584        | 3.0   | 2286 | 0.4862          | 0.7271    | 0.7696 | 0.7478   | 0.7781   |
-| 0.5467        | 4.0   | 3048 | 0.4781          | 0.8197    | 0.6912 | 0.7500   | 0.8030   |
-| 0.5519        | 5.0   | 3810 | 0.4877          | 0.8557    | 0.6375 | 0.7306   | 0.7991   |
+| 0.6534        | 1.0   | 762  | 0.5813          | 0.5741    | 0.8633 | 0.6896   | 0.6678   |
+| 0.5574        | 2.0   | 1524 | 0.6461          | 0.5373    | 0.8848 | 0.6686   | 0.6251   |
+| 0.5534        | 3.0   | 2286 | 0.5031          | 0.6658    | 0.8264 | 0.7375   | 0.7485   |
+| 0.5434        | 4.0   | 3048 | 0.4725          | 0.7818    | 0.7373 | 0.7589   | 0.7997   |
+| 0.5531        | 5.0   | 3810 | 0.4772          | 0.7667    | 0.7573 | 0.7620   | 0.7978   |
 
 
 ### Framework versions

adapter_model.safetensors

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special_tokens_map.json

@@ -0,0 +1,15 @@
+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

@@ -0,0 +1,57 @@
+{
+  "add_prefix_space": true,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50264": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "errors": "replace",
+  "mask_token": "<mask>",
+  "model_max_length": 512,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "RobertaTokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

training_args.bin

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