Training in progress epoch 0

README.md

@@ -15,10 +15,10 @@ probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [distilbert/distilbert-base-uncased](https://huggingface.co/distilbert/distilbert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.0708
-- Validation Loss: 0.1197
-- Train Accuracy: 0.9595
-- Epoch: 2
+- Train Loss: 0.2888
+- Validation Loss: 0.1686
+- Train Accuracy: 0.9459
+- Epoch: 0
 
 ## Model description
 
@@ -44,9 +44,7 @@ The following hyperparameters were used during training:
 
 | Train Loss | Validation Loss | Train Accuracy | Epoch |
 |:----------:|:---------------:|:--------------:|:-----:|
-| 0.0834     | 0.1182          | 0.9585         | 0     |
-| 0.0756     | 0.1197          | 0.9595         | 1     |
-| 0.0708     | 0.1197          | 0.9595         | 2     |
+| 0.2888     | 0.1686          | 0.9459         | 0     |
 
 
 ### Framework versions

config.json

@@ -9,13 +9,13 @@
   "dropout": 0.1,
   "hidden_dim": 3072,
   "id2label": {
-    "0": "NEGATIVE",
-    "1": "POSITIVE"
+    "0": "NOT_VIRAL",
+    "1": "VIRAL"
   },
   "initializer_range": 0.02,
   "label2id": {
-    "NEGATIVE": 0,
-    "POSITIVE": 1
+    "NOT_VIRAL": 0,
+    "VIRAL": 1
   },
   "max_position_embeddings": 512,
   "model_type": "distilbert",

special_tokens_map.json

@@ -1,7 +1,37 @@
 {
-  "cls_token": "[CLS]",
-  "mask_token": "[MASK]",
-  "pad_token": "[PAD]",
-  "sep_token": "[SEP]",
-  "unk_token": "[UNK]"
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
 }

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d66bf69da1345703ebba6df0c905f6333df8b9fb004d4e60c6fc28b3a212fb67
-size 267951808
+oid sha256:56708cc913483b6e8bca7c86c166970ab4ed021ba0d1ffeec5841a3002ec4a10
+size 267955144