aift-model-review-multiple-label-classification

README.md

@@ -15,8 +15,8 @@ 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: 2.1529
-- Accuracy Thresh: 0.9374
+- Loss: 1.1569
+- Accuracy Thresh: 0.8636
 
 ## Model description
 
@@ -48,16 +48,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy Thresh |
 |:-------------:|:-----:|:----:|:---------------:|:---------------:|
-| 1.7187        | 1.0   | 845  | 0.8176          | 0.8261          |
-| 0.7417        | 2.0   | 1690 | 0.7961          | 0.8918          |
-| 0.5647        | 3.0   | 2535 | 0.9633          | 0.9031          |
-| 0.441         | 4.0   | 3380 | 1.1189          | 0.9162          |
-| 0.3397        | 5.0   | 4225 | 1.4119          | 0.9260          |
-| 0.2637        | 6.0   | 5070 | 1.8281          | 0.9270          |
-| 0.2387        | 7.0   | 5915 | 1.8851          | 0.9309          |
-| 0.1711        | 8.0   | 6760 | 1.8036          | 0.9349          |
-| 0.1723        | 9.0   | 7605 | 2.1980          | 0.9373          |
-| 0.1573        | 10.0  | 8450 | 2.1529          | 0.9374          |
+| No log        | 1.0   | 70   | 2.6518          | 0.3893          |
+| No log        | 2.0   | 140  | 1.6987          | 0.6300          |
+| No log        | 3.0   | 210  | 1.3761          | 0.7193          |
+| No log        | 4.0   | 280  | 1.2348          | 0.7807          |
+| No log        | 5.0   | 350  | 1.1667          | 0.8279          |
+| No log        | 6.0   | 420  | 1.1763          | 0.8393          |
+| No log        | 7.0   | 490  | 1.1202          | 0.8450          |
+| 1.8776        | 8.0   | 560  | 1.1149          | 0.8521          |
+| 1.8776        | 9.0   | 630  | 1.1348          | 0.8600          |
+| 1.8776        | 10.0  | 700  | 1.1569          | 0.8636          |
 
 
 ### Framework versions

config.json

@@ -11,25 +11,27 @@
   "id2label": {
     "0": "ads",
     "1": "bugs",
-    "2": "graphic",
-    "3": "gameplay",
-    "4": "others",
-    "5": "request",
-    "6": "neutral",
-    "7": "negative",
-    "8": "positive"
+    "2": "positive",
+    "3": "negative",
+    "4": "graphic",
+    "5": "gameplay",
+    "6": "request",
+    "7": "neutral",
+    "8": "feedback",
+    "9": "others"
   },
   "initializer_range": 0.02,
   "label2id": {
     "ads": 0,
     "bugs": 1,
-    "gameplay": 3,
-    "graphic": 2,
-    "negative": 7,
-    "neutral": 6,
-    "others": 4,
-    "positive": 8,
-    "request": 5
+    "feedback": 8,
+    "gameplay": 5,
+    "graphic": 4,
+    "negative": 3,
+    "neutral": 7,
+    "others": 9,
+    "positive": 2,
+    "request": 6
   },
   "max_position_embeddings": 512,
   "model_type": "distilbert",

model.safetensors

@@ -1,3 +1,3 @@
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+size 267857176

training_args.bin

@@ -1,3 +1,3 @@
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 size 4347