End of training

README.md

@@ -20,7 +20,7 @@ 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: 0.0279
+- Loss: 0.0185
 - Precision: 1.0
 - Recall: 1.0
 - F1: 1.0
@@ -55,16 +55,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| No log        | 1.0   | 5    | 0.6770          | 1.0       | 0.125  | 0.2222 | 0.72     |
-| No log        | 2.0   | 10   | 0.4498          | 1.0       | 0.375  | 0.5455 | 0.8      |
-| No log        | 3.0   | 15   | 0.2710          | 1.0       | 1.0    | 1.0    | 1.0      |
-| No log        | 4.0   | 20   | 0.1612          | 1.0       | 1.0    | 1.0    | 1.0      |
-| No log        | 5.0   | 25   | 0.0898          | 1.0       | 1.0    | 1.0    | 1.0      |
-| No log        | 6.0   | 30   | 0.0528          | 1.0       | 1.0    | 1.0    | 1.0      |
-| No log        | 7.0   | 35   | 0.0377          | 1.0       | 1.0    | 1.0    | 1.0      |
-| No log        | 8.0   | 40   | 0.0314          | 1.0       | 1.0    | 1.0    | 1.0      |
-| No log        | 9.0   | 45   | 0.0287          | 1.0       | 1.0    | 1.0    | 1.0      |
-| No log        | 10.0  | 50   | 0.0279          | 1.0       | 1.0    | 1.0    | 1.0      |
+| No log        | 1.0   | 5    | 0.4954          | 0.0       | 0.0    | 0.0    | 0.72     |
+| No log        | 2.0   | 10   | 0.3449          | 0.75      | 0.6    | 0.6667 | 0.92     |
+| No log        | 3.0   | 15   | 0.2080          | 1.0       | 1.0    | 1.0    | 1.0      |
+| No log        | 4.0   | 20   | 0.1169          | 1.0       | 1.0    | 1.0    | 1.0      |
+| No log        | 5.0   | 25   | 0.0606          | 1.0       | 1.0    | 1.0    | 1.0      |
+| No log        | 6.0   | 30   | 0.0353          | 1.0       | 1.0    | 1.0    | 1.0      |
+| No log        | 7.0   | 35   | 0.0258          | 1.0       | 1.0    | 1.0    | 1.0      |
+| No log        | 8.0   | 40   | 0.0212          | 1.0       | 1.0    | 1.0    | 1.0      |
+| No log        | 9.0   | 45   | 0.0191          | 1.0       | 1.0    | 1.0    | 1.0      |
+| No log        | 10.0  | 50   | 0.0185          | 1.0       | 1.0    | 1.0    | 1.0      |
 
 
 ### Framework versions

config.json

@@ -10,13 +10,11 @@
   "hidden_dim": 3072,
   "id2label": {
     "0": "O",
-    "1": "B-CLASS",
-    "2": "I-CLASS"
+    "1": "CLASS"
   },
   "initializer_range": 0.02,
   "label2id": {
-    "B-CLASS": 1,
-    "I-CLASS": 2,
+    "CLASS": 1,
     "O": 0
   },
   "max_position_embeddings": 512,

model.safetensors

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+size 265470008

runs/Mar02_11-58-58_062f85bf131e/events.out.tfevents.1709380760.062f85bf131e.268.17

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training_args.bin

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