End of training

README.md

@@ -17,8 +17,8 @@ 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: 2.6886
-- Accuracy: 0.1303
+- Loss: 2.7752
+- Accuracy: 0.1429
 
 ## Model description
 
@@ -43,21 +43,27 @@ 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: 1.0
+- num_epochs: 3.0
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 2.7707        | 0.11  | 30   | 2.7620          | 0.0896   |
-| 2.7568        | 0.22  | 60   | 2.7484          | 0.0814   |
-| 2.7466        | 0.33  | 90   | 2.7369          | 0.0979   |
-| 2.7339        | 0.44  | 120  | 2.7292          | 0.1062   |
-| 2.7324        | 0.55  | 150  | 2.7128          | 0.1227   |
-| 2.7151        | 0.66  | 180  | 2.7036          | 0.1157   |
-| 2.693         | 0.77  | 210  | 2.6966          | 0.1233   |
-| 2.6886        | 0.88  | 240  | 2.6924          | 0.1278   |
-| 2.6862        | 0.99  | 270  | 2.6886          | 0.1303   |
+| 2.8784        | 0.2   | 60   | 2.8602          | 0.0807   |
+| 2.8535        | 0.4   | 120  | 2.8465          | 0.0971   |
+| 2.8292        | 0.6   | 180  | 2.8197          | 0.1004   |
+| 2.7971        | 0.8   | 240  | 2.8041          | 0.1037   |
+| 2.7996        | 1.0   | 300  | 2.7861          | 0.1227   |
+| 2.668         | 1.2   | 360  | 2.7832          | 0.1288   |
+| 2.6317        | 1.4   | 420  | 2.7636          | 0.1309   |
+| 2.6236        | 1.59  | 480  | 2.7676          | 0.1315   |
+| 2.571         | 1.79  | 540  | 2.7519          | 0.1326   |
+| 2.5832        | 1.99  | 600  | 2.7572          | 0.1358   |
+| 2.3685        | 2.19  | 660  | 2.7616          | 0.1484   |
+| 2.376         | 2.39  | 720  | 2.7727          | 0.1429   |
+| 2.3499        | 2.59  | 780  | 2.7808          | 0.1391   |
+| 2.3561        | 2.79  | 840  | 2.7736          | 0.1451   |
+| 2.3265        | 2.99  | 900  | 2.7752          | 0.1429   |
 
 
 ### Framework versions

config.json

@@ -18,13 +18,15 @@
     "6": "Jim",
     "7": "Kelly",
     "8": "Kevin",
-    "9": "Michael",
-    "10": "Oscar",
-    "11": "Pam",
-    "12": "Phyllis",
-    "13": "Ryan",
-    "14": "Stanley",
-    "15": "Toby"
+    "9": "Meredith",
+    "10": "Michael",
+    "11": "Nellie",
+    "12": "Oscar",
+    "13": "Pam",
+    "14": "Phyllis",
+    "15": "Ryan",
+    "16": "Stanley",
+    "17": "Toby"
   },
   "initializer_range": 0.02,
   "label2id": {
@@ -37,13 +39,15 @@
     "Jim": 6,
     "Kelly": 7,
     "Kevin": 8,
-    "Michael": 9,
-    "Oscar": 10,
-    "Pam": 11,
-    "Phyllis": 12,
-    "Ryan": 13,
-    "Stanley": 14,
-    "Toby": 15
+    "Meredith": 9,
+    "Michael": 10,
+    "Nellie": 11,
+    "Oscar": 12,
+    "Pam": 13,
+    "Phyllis": 14,
+    "Ryan": 15,
+    "Stanley": 16,
+    "Toby": 17
   },
   "max_position_embeddings": 512,
   "model_type": "distilbert",

pytorch_model.bin

@@ -1,3 +1,3 @@
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-size 267897197
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+size 267903341

training_args.bin

@@ -1,3 +1,3 @@
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 size 4027