Cielciel/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: 0.1798
-- Accuracy Thresh: 0.9347
+- Loss: 0.1739
+- Accuracy Thresh: 0.9378
 
 ## 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   | 0.4152          | 0.8684          |
-| No log        | 2.0   | 140  | 0.3026          | 0.9010          |
-| No log        | 3.0   | 210  | 0.2406          | 0.9286          |
-| No log        | 4.0   | 280  | 0.2176          | 0.9316          |
-| No log        | 5.0   | 350  | 0.2038          | 0.9245          |
-| No log        | 6.0   | 420  | 0.1924          | 0.9296          |
-| No log        | 7.0   | 490  | 0.1900          | 0.9265          |
-| 0.2652        | 8.0   | 560  | 0.1868          | 0.9286          |
-| 0.2652        | 9.0   | 630  | 0.1804          | 0.9367          |
-| 0.2652        | 10.0  | 700  | 0.1798          | 0.9347          |
+| No log        | 1.0   | 70   | 0.4061          | 0.7867          |
+| No log        | 2.0   | 140  | 0.3021          | 0.8908          |
+| No log        | 3.0   | 210  | 0.2387          | 0.9173          |
+| No log        | 4.0   | 280  | 0.2109          | 0.9276          |
+| No log        | 5.0   | 350  | 0.1957          | 0.9255          |
+| No log        | 6.0   | 420  | 0.1861          | 0.9327          |
+| No log        | 7.0   | 490  | 0.1828          | 0.9337          |
+| 0.2647        | 8.0   | 560  | 0.1794          | 0.9337          |
+| 0.2647        | 9.0   | 630  | 0.1743          | 0.9367          |
+| 0.2647        | 10.0  | 700  | 0.1739          | 0.9378          |
 
 
 ### Framework versions

model.safetensors

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runs/Jan08_10-14-49_aift-review-classification-multiple-label/events.out.tfevents.1704708898.aift-review-classification-multiple-label

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runs/Jan08_10-22-23_aift-review-classification-multiple-label/events.out.tfevents.1704709350.aift-review-classification-multiple-label

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runs/Jan08_10-22-23_aift-review-classification-multiple-label/events.out.tfevents.1704709405.aift-review-classification-multiple-label

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tokenizer.json

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

training_args.bin

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 size 4347