End of training

README.md

@@ -17,8 +17,8 @@ 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: 1.2822
-- Accuracy: 0.5714
+- Loss: 0.8145
+- Accuracy: 0.7429
 
 ## Model description
 
@@ -49,11 +49,11 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| 1.8415        | 1.0   | 40   | 1.7006          | 0.4857   |
-| 1.2881        | 2.0   | 80   | 1.4253          | 0.5429   |
-| 1.0377        | 3.0   | 120  | 1.3386          | 0.5571   |
-| 0.9304        | 4.0   | 160  | 1.2904          | 0.5714   |
-| 0.9074        | 5.0   | 200  | 1.2822          | 0.5714   |
+| 1.2788        | 1.0   | 40   | 1.0379          | 0.7429   |
+| 0.7314        | 2.0   | 80   | 0.8949          | 0.7429   |
+| 0.5839        | 3.0   | 120  | 0.8499          | 0.7429   |
+| 0.5079        | 4.0   | 160  | 0.8173          | 0.7429   |
+| 0.4641        | 5.0   | 200  | 0.8145          | 0.7429   |
 
 
 ### Framework versions

config.json

@@ -10,28 +10,22 @@
   "hidden_dim": 3072,
   "id2label": {
     "0": "Police Nonprofits",
-    "1": "Private Foundations",
-    "2": "Community Foundations",
+    "1": "Police Departments",
+    "2": "Private Foundations",
     "3": "Corporate Foundations",
-    "4": "Social Service Foundations",
-    "5": "Issue-Based Foundations",
-    "6": "Police Departments",
-    "7": "Other Foundations",
-    "8": "Other Government",
-    "9": "Unknown"
+    "4": "Other Foundations",
+    "5": "Other Government",
+    "6": "Unknown"
   },
   "initializer_range": 0.02,
   "label2id": {
-    "Community Foundations": 2,
     "Corporate Foundations": 3,
-    "Issue-Based Foundations": 5,
-    "Other Foundations": 7,
-    "Other Government": 8,
-    "Police Departments": 6,
+    "Other Foundations": 4,
+    "Other Government": 5,
+    "Police Departments": 1,
     "Police Nonprofits": 0,
-    "Private Foundations": 1,
-    "Social Service Foundations": 4,
-    "Unknown": 9
+    "Private Foundations": 2,
+    "Unknown": 6
   },
   "max_position_embeddings": 512,
   "model_type": "distilbert",

model.safetensors

@@ -1,3 +1,3 @@
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+oid sha256:1ba354ffc324ee5029c3f73f17d7afff53c7923c360fcc8a136385a38b3181e0
+size 267847948

runs/Jan08_19-07-49_087efcd22ea1/events.out.tfevents.1704740881.087efcd22ea1.915.4

@@ -0,0 +1,3 @@
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training_args.bin

@@ -1,3 +1,3 @@
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 size 4600