Training in progress epoch 0

README.md

@@ -14,13 +14,13 @@ 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 an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.0341
-- Validation Loss: 0.0591
-- Train Precision: 0.9226
-- Train Recall: 0.9351
-- Train F1: 0.9288
-- Train Accuracy: 0.9831
-- Epoch: 2
+- Train Loss: 0.2026
+- Validation Loss: 0.0726
+- Train Precision: 0.8945
+- Train Recall: 0.9220
+- Train F1: 0.9081
+- Train Accuracy: 0.9793
+- Epoch: 0
 
 ## Model description
 
@@ -46,9 +46,7 @@ The following hyperparameters were used during training:
 
 | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
 |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
-| 0.1966     | 0.0701          | 0.9031          | 0.9223       | 0.9126   | 0.9802         | 0     |
-| 0.0543     | 0.0614          | 0.9095          | 0.9325       | 0.9209   | 0.9822         | 1     |
-| 0.0341     | 0.0591          | 0.9226          | 0.9351       | 0.9288   | 0.9831         | 2     |
+| 0.2026     | 0.0726          | 0.8945          | 0.9220       | 0.9081   | 0.9793         | 0     |
 
 
 ### Framework versions

config.json

@@ -9,27 +9,27 @@
   "dropout": 0.1,
   "hidden_dim": 3072,
   "id2label": {
-    "0": "LABEL_0",
-    "1": "LABEL_1",
-    "2": "LABEL_2",
-    "3": "LABEL_3",
-    "4": "LABEL_4",
-    "5": "LABEL_5",
-    "6": "LABEL_6",
-    "7": "LABEL_7",
-    "8": "LABEL_8"
+    "0": "O",
+    "1": "B-PER",
+    "2": "I-PER",
+    "3": "B-ORG",
+    "4": "I-ORG",
+    "5": "B-LOC",
+    "6": "I-LOC",
+    "7": "B-MISC",
+    "8": "I-MISC"
   },
   "initializer_range": 0.02,
   "label2id": {
-    "LABEL_0": 0,
-    "LABEL_1": 1,
-    "LABEL_2": 2,
-    "LABEL_3": 3,
-    "LABEL_4": 4,
-    "LABEL_5": 5,
-    "LABEL_6": 6,
-    "LABEL_7": 7,
-    "LABEL_8": 8
+    "B-LOC": 5,
+    "B-MISC": 7,
+    "B-ORG": 3,
+    "B-PER": 1,
+    "I-LOC": 6,
+    "I-MISC": 8,
+    "I-ORG": 4,
+    "I-PER": 2,
+    "O": 0
   },
   "max_position_embeddings": 512,
   "model_type": "distilbert",

logs/train/events.out.tfevents.1658419799.matt-TRX40-AORUS-PRO-WIFI.81138.0.v2

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logs/validation/events.out.tfevents.1658419835.matt-TRX40-AORUS-PRO-WIFI.81138.1.v2

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tf_model.h5

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