Cielciel/aift-model

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: 1.1569
-- Accuracy Thresh: 0.8636
+- Loss: 2.2623
+- Accuracy Thresh: 0.9380
 
 ## Model description
 
@@ -48,16 +48,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy Thresh |
 |:-------------:|:-----:|:----:|:---------------:|:---------------:|
-| 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          |
+| 1.6787        | 1.0   | 845  | 0.8456          | 0.8252          |
+| 0.749         | 2.0   | 1690 | 0.8447          | 0.8887          |
+| 0.5849        | 3.0   | 2535 | 0.9489          | 0.8968          |
+| 0.4312        | 4.0   | 3380 | 1.1496          | 0.9084          |
+| 0.3469        | 5.0   | 4225 | 1.4157          | 0.9260          |
+| 0.2633        | 6.0   | 5070 | 1.8314          | 0.9277          |
+| 0.2498        | 7.0   | 5915 | 1.9466          | 0.9355          |
+| 0.1782        | 8.0   | 6760 | 1.9609          | 0.9336          |
+| 0.1763        | 9.0   | 7605 | 2.2429          | 0.9350          |
+| 0.1489        | 10.0  | 8450 | 2.2623          | 0.9380          |
 
 
 ### Framework versions

config.json

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

model.safetensors

@@ -1,3 +1,3 @@
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-size 267857176
+oid sha256:05f9f591c4ee9081bfe7c867b7fb6e3ab13d92e567f945678c0c80c6e5eb2868
+size 267854100

tokenizer.json

@@ -1,11 +1,6 @@
 {
   "version": "1.0",
-  "truncation": {
-    "direction": "Right",
-    "max_length": 512,
-    "strategy": "LongestFirst",
-    "stride": 0
-  },
+  "truncation": null,
   "padding": null,
   "added_tokens": [
     {

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ad7b03a35128b5fbd3260767565ab2172354e6653ccf2b69c10415c8dd3d3085
+oid sha256:399e37f10586ee007aeb3ab014242daf5cb64d25949e32ac4ad083b6470d541f
 size 4347