End of training

README.md

@@ -18,13 +18,13 @@ should probably proofread and complete it, then remove this comment. -->
 
 # knowledge-graph-nlp
 
-This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the [vishnun/NLP-KnowledgeGraph](https://huggingface.co/datasets/vishnun/NLP-KnowledgeGraph) dataset.
+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: 0.1765
-- Precision: 0.9013
-- Recall: 0.8807
-- F1: 0.8909
-- Accuracy: 0.9487
+- Loss: 0.1830
+- Precision: 0.8988
+- Recall: 0.8715
+- F1: 0.8849
+- Accuracy: 0.9453
 
 ## Model description
 
@@ -55,15 +55,15 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| 0.2841        | 1.0   | 2316 | 0.2421          | 0.8382    | 0.8124 | 0.8251 | 0.9189   |
-| 0.1925        | 2.0   | 4632 | 0.1946          | 0.8752    | 0.8567 | 0.8658 | 0.9373   |
-| 0.1539        | 3.0   | 6948 | 0.1815          | 0.8912    | 0.8735 | 0.8822 | 0.9449   |
-| 0.1285        | 4.0   | 9264 | 0.1765          | 0.9013    | 0.8807 | 0.8909 | 0.9487   |
+| 0.2908        | 1.0   | 2316 | 0.2461          | 0.8455    | 0.8023 | 0.8234 | 0.9167   |
+| 0.1973        | 2.0   | 4632 | 0.2000          | 0.8745    | 0.8446 | 0.8593 | 0.9341   |
+| 0.1593        | 3.0   | 6948 | 0.1863          | 0.8973    | 0.8632 | 0.8799 | 0.9427   |
+| 0.1336        | 4.0   | 9264 | 0.1830          | 0.8988    | 0.8715 | 0.8849 | 0.9453   |
 
 
 ### Framework versions
 
-- Transformers 4.35.2
+- Transformers 4.37.2
 - Pytorch 2.1.0+cu121
 - Datasets 2.17.1
 - Tokenizers 0.15.2

config.json

@@ -31,6 +31,6 @@
   "sinusoidal_pos_embds": false,
   "tie_weights_": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.35.2",
+  "transformers_version": "4.37.2",
   "vocab_size": 30522
 }

model.safetensors

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runs/Feb22_15-18-17_70e589bdb771/events.out.tfevents.1708615108.70e589bdb771.924.0

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training_args.bin

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