End of training

README.md

@@ -4,36 +4,36 @@ base_model: ntu-spml/distilhubert
 tags:
 - generated_from_trainer
 datasets:
-- keystrokes
+- mechanicalkeystrokes
 metrics:
 - accuracy
 model-index:
-- name: distilhubert-finetuned-keystrokes
+- name: distilhubert-finetuned-mechanicalkeystrokes
   results:
   - task:
       name: Audio Classification
       type: audio-classification
     dataset:
-      name: Keystrokes
-      type: keystrokes
+      name: MechanicalKeystrokes
+      type: mechanicalkeystrokes
       config: default
       split: train
       args: default
     metrics:
     - name: Accuracy
       type: accuracy
-      value: 0.8166666666666667
+      value: 0.9666666666666667
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-# distilhubert-finetuned-keystrokes
+# distilhubert-finetuned-mechanicalkeystrokes
 
-This model is a fine-tuned version of [ntu-spml/distilhubert](https://huggingface.co/ntu-spml/distilhubert) on the Keystrokes dataset.
+This model is a fine-tuned version of [ntu-spml/distilhubert](https://huggingface.co/ntu-spml/distilhubert) on the MechanicalKeystrokes dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.7181
-- Accuracy: 0.8167
+- Loss: 0.1155
+- Accuracy: 0.9667
 
 ## Model description
 
@@ -66,23 +66,17 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 3.5983        | 1.0   | 90   | 3.5852          | 0.0222   |
-| 3.5626        | 2.0   | 180  | 3.5660          | 0.0611   |
-| 3.4715        | 3.0   | 270  | 3.4570          | 0.1389   |
-| 3.2677        | 4.0   | 360  | 3.2471          | 0.1333   |
-| 2.9657        | 5.0   | 450  | 2.9947          | 0.1611   |
-| 2.6551        | 6.0   | 540  | 2.6775          | 0.2444   |
-| 2.242         | 7.0   | 630  | 2.4558          | 0.3167   |
-| 2.0568        | 8.0   | 720  | 2.2080          | 0.4056   |
-| 1.7768        | 9.0   | 810  | 1.9429          | 0.4778   |
-| 1.469         | 10.0  | 900  | 1.7575          | 0.5667   |
-| 1.3248        | 11.0  | 990  | 1.5350          | 0.65     |
-| 1.0743        | 12.0  | 1080 | 1.2988          | 0.7056   |
-| 0.8069        | 13.0  | 1170 | 1.1337          | 0.75     |
-| 0.663         | 14.0  | 1260 | 1.0212          | 0.7833   |
-| 0.4661        | 15.0  | 1350 | 0.8676          | 0.8556   |
-| 0.3163        | 16.0  | 1440 | 0.8101          | 0.7778   |
-| 0.1839        | 17.0  | 1530 | 0.7181          | 0.8167   |
+| 2.2923        | 1.0   | 30   | 2.3063          | 0.0333   |
+| 2.2788        | 2.0   | 60   | 2.2863          | 0.1333   |
+| 2.1377        | 3.0   | 90   | 2.1583          | 0.35     |
+| 1.8769        | 4.0   | 120  | 1.8170          | 0.6167   |
+| 1.5083        | 5.0   | 150  | 1.4282          | 0.7833   |
+| 1.0911        | 6.0   | 180  | 1.0241          | 0.9333   |
+| 0.7235        | 7.0   | 210  | 0.7131          | 0.9667   |
+| 0.4517        | 8.0   | 240  | 0.4509          | 0.9667   |
+| 0.2529        | 9.0   | 270  | 0.2682          | 0.9833   |
+| 0.14          | 10.0  | 300  | 0.1799          | 0.9833   |
+| 0.0791        | 11.0  | 330  | 0.1155          | 0.9667   |
 
 
 ### Framework versions

config.json

@@ -51,34 +51,8 @@
   "id2label": {
     "0": "0",
     "1": "1",
-    "10": "A",
-    "11": "B",
-    "12": "C",
-    "13": "D",
-    "14": "E",
-    "15": "F",
-    "16": "G",
-    "17": "H",
-    "18": "I",
-    "19": "J",
     "2": "2",
-    "20": "K",
-    "21": "L",
-    "22": "M",
-    "23": "N",
-    "24": "O",
-    "25": "P",
-    "26": "Q",
-    "27": "R",
-    "28": "S",
-    "29": "T",
     "3": "3",
-    "30": "U",
-    "31": "V",
-    "32": "W",
-    "33": "X",
-    "34": "Y",
-    "35": "Z",
     "4": "4",
     "5": "5",
     "6": "6",
@@ -98,33 +72,7 @@
     "6": "6",
     "7": "7",
     "8": "8",
-    "9": "9",
-    "A": "10",
-    "B": "11",
-    "C": "12",
-    "D": "13",
-    "E": "14",
-    "F": "15",
-    "G": "16",
-    "H": "17",
-    "I": "18",
-    "J": "19",
-    "K": "20",
-    "L": "21",
-    "M": "22",
-    "N": "23",
-    "O": "24",
-    "P": "25",
-    "Q": "26",
-    "R": "27",
-    "S": "28",
-    "T": "29",
-    "U": "30",
-    "V": "31",
-    "W": "32",
-    "X": "33",
-    "Y": "34",
-    "Z": "35"
+    "9": "9"
   },
   "layer_norm_eps": 1e-05,
   "layerdrop": 0.0,

model.safetensors

@@ -1,3 +1,3 @@
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+size 94771728

runs/May04_13-00-27_seonjin-MS-7C94/events.out.tfevents.1714795237.seonjin-MS-7C94.36907.0

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training_args.bin

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