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: 0.1827
-- Accuracy Thresh: 0.9367
+- Loss: 0.1712
+- Accuracy Thresh: 0.9398
 
 ## 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   | 0.4169          | 0.7908          |
-| No log        | 2.0   | 140  | 0.3130          | 0.8786          |
-| No log        | 3.0   | 210  | 0.2500          | 0.9163          |
-| No log        | 4.0   | 280  | 0.2243          | 0.9296          |
-| No log        | 5.0   | 350  | 0.2049          | 0.9255          |
-| No log        | 6.0   | 420  | 0.1941          | 0.9316          |
-| No log        | 7.0   | 490  | 0.1927          | 0.9316          |
-| 0.2725        | 8.0   | 560  | 0.1875          | 0.9357          |
-| 0.2725        | 9.0   | 630  | 0.1826          | 0.9367          |
-| 0.2725        | 10.0  | 700  | 0.1827          | 0.9367          |
+| No log        | 1.0   | 70   | 0.1784          | 0.9347          |
+| No log        | 2.0   | 140  | 0.1673          | 0.9398          |
+| No log        | 3.0   | 210  | 0.1723          | 0.9367          |
+| No log        | 4.0   | 280  | 0.1647          | 0.9408          |
+| No log        | 5.0   | 350  | 0.1679          | 0.9378          |
+| No log        | 6.0   | 420  | 0.1686          | 0.9388          |
+| No log        | 7.0   | 490  | 0.1676          | 0.9439          |
+| 0.0662        | 8.0   | 560  | 0.1727          | 0.9398          |
+| 0.0662        | 9.0   | 630  | 0.1715          | 0.9398          |
+| 0.0662        | 10.0  | 700  | 0.1712          | 0.9398          |
 
 
 ### Framework versions

model.safetensors

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runs/Jan08_10-27-56_aift-review-classification-multiple-label/events.out.tfevents.1704710775.aift-review-classification-multiple-label

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runs/Jan08_10-38-44_aift-review-classification-multiple-label/events.out.tfevents.1704710334.aift-review-classification-multiple-label

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runs/Jan08_10-46-10_aift-review-classification-multiple-label/events.out.tfevents.1704710773.aift-review-classification-multiple-label

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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

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 size 4347