suicidal_classifer

README.md

@@ -16,7 +16,7 @@ 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 an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.3371
+- Loss: 1.5282
 
 ## Model description
 
@@ -47,9 +47,9 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| No log        | 1.0   | 43   | 1.5036          |
-| No log        | 2.0   | 86   | 1.4300          |
-| No log        | 3.0   | 129  | 1.3371          |
+| No log        | 1.0   | 43   | 1.6121          |
+| No log        | 2.0   | 86   | 1.5919          |
+| No log        | 3.0   | 129  | 1.5282          |
 
 
 ### Framework versions

eval_results.json

@@ -1 +1 @@
-{"eval_loss": 1.337083101272583, "eval_runtime": 0.4518, "eval_samples_per_second": 221.35, "eval_steps_per_second": 28.776, "epoch": 3.0}
+{"eval_loss": 1.5281654596328735, "eval_runtime": 0.2682, "eval_samples_per_second": 223.733, "eval_steps_per_second": 29.831, "epoch": 3.0}

model.safetensors

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runs/Nov12_02-57-41_b9628a3aae23/events.out.tfevents.1731380265.b9628a3aae23.1690.0

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runs/Nov12_02-57-41_b9628a3aae23/events.out.tfevents.1731380310.b9628a3aae23.1690.1

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trainer_state.json

@@ -10,36 +10,36 @@
   "log_history": [
     {
       "epoch": 1.0,
-      "eval_loss": 1.5036001205444336,
-      "eval_runtime": 0.459,
-      "eval_samples_per_second": 217.868,
-      "eval_steps_per_second": 28.323,
+      "eval_loss": 1.6120649576187134,
+      "eval_runtime": 0.2712,
+      "eval_samples_per_second": 221.262,
+      "eval_steps_per_second": 29.502,
       "step": 43
     },
     {
       "epoch": 2.0,
-      "eval_loss": 1.4299612045288086,
-      "eval_runtime": 0.4476,
-      "eval_samples_per_second": 223.397,
-      "eval_steps_per_second": 29.042,
+      "eval_loss": 1.5919190645217896,
+      "eval_runtime": 0.2649,
+      "eval_samples_per_second": 226.467,
+      "eval_steps_per_second": 30.196,
       "step": 86
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     {
       "epoch": 3.0,
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-      "eval_runtime": 0.4439,
-      "eval_samples_per_second": 225.292,
-      "eval_steps_per_second": 29.288,
+      "eval_loss": 1.5281654596328735,
+      "eval_runtime": 0.2658,
+      "eval_samples_per_second": 225.736,
+      "eval_steps_per_second": 30.098,
       "step": 129
     },
     {
       "epoch": 3.0,
       "step": 129,
       "total_flos": 135123975475200.0,
-      "train_loss": 1.5090400636658188,
-      "train_runtime": 22.4003,
-      "train_samples_per_second": 45.535,
-      "train_steps_per_second": 5.759
+      "train_loss": 1.5138977997062741,
+      "train_runtime": 44.0368,
+      "train_samples_per_second": 23.162,
+      "train_steps_per_second": 2.929
     }
   ],
   "logging_steps": 500,

training_args.bin

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