End of training

README.md

@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0236
-- Precision: 0.9158
-- Recall: 0.9534
-- F1: 0.9342
-- Accuracy: 0.9944
+- Loss: 0.0450
+- Precision: 0.8433
+- Recall: 0.8926
+- F1: 0.8672
+- Accuracy: 0.9882
 
 ## Model description
 
@@ -49,20 +49,19 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 3
+- num_epochs: 2
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| 0.3305        | 1.0   | 882  | 0.0680          | 0.7529    | 0.8586 | 0.8023 | 0.9821   |
-| 0.057         | 2.0   | 1764 | 0.0329          | 0.8736    | 0.9207 | 0.8965 | 0.9916   |
-| 0.0291        | 3.0   | 2646 | 0.0236          | 0.9158    | 0.9534 | 0.9342 | 0.9944   |
+| 0.3271        | 1.0   | 882  | 0.0750          | 0.7356    | 0.8351 | 0.7822 | 0.9793   |
+| 0.0637        | 2.0   | 1764 | 0.0450          | 0.8433    | 0.8926 | 0.8672 | 0.9882   |
 
 
 ### Framework versions
 
-- Transformers 4.33.0
-- Pytorch 2.0.0
+- Transformers 4.34.1
+- Pytorch 2.1.0+cu118
 - Datasets 2.14.5
-- Tokenizers 0.13.3
+- Tokenizers 0.14.1

config.json

@@ -49,7 +49,7 @@
   "pad_token_id": 1,
   "position_embedding_type": "absolute",
   "torch_dtype": "float32",
-  "transformers_version": "4.33.0",
+  "transformers_version": "4.34.1",
   "type_vocab_size": 1,
   "use_cache": true,
   "vocab_size": 250002

pytorch_model.bin

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tokenizer.json

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tokenizer_config.json

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 {
+  "added_tokens_decoder": {
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+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "2": {
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+      "lstrip": false,
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+      "rstrip": false,
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+      "lstrip": true,
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+      "special": true
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+  },
   "bos_token": "<s>",
   "clean_up_tokenization_spaces": true,
   "cls_token": "<s>",
   "eos_token": "</s>",
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-    "__type": "AddedToken",
-    "content": "<mask>",
-    "lstrip": true,
-    "normalized": true,
-    "rstrip": false,
-    "single_word": false
-  },
+  "mask_token": "<mask>",
   "model_max_length": 512,
   "pad_token": "<pad>",
   "sep_token": "</s>",

training_args.bin

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