eskayML/old_electra_pytranscripts

README.md

@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [mrm8488/electra-small-finetuned-squadv2](https://huggingface.co/mrm8488/electra-small-finetuned-squadv2) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 2.1743
-- Accuracy: 0.2632
+- Loss: 2.2729
+- Accuracy: 0.1111
 
 ## Model description
 
@@ -50,16 +50,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|
-| No log        | 1.0   | 76   | 2.2813          | 0.2368   |
-| No log        | 2.0   | 152  | 2.2611          | 0.1579   |
-| No log        | 3.0   | 228  | 2.2412          | 0.2368   |
-| No log        | 4.0   | 304  | 2.2222          | 0.2632   |
-| No log        | 5.0   | 380  | 2.2071          | 0.2632   |
-| No log        | 6.0   | 456  | 2.1922          | 0.2632   |
-| 2.1966        | 7.0   | 532  | 2.1866          | 0.2368   |
-| 2.1966        | 8.0   | 608  | 2.1814          | 0.2105   |
-| 2.1966        | 9.0   | 684  | 2.1775          | 0.2632   |
-| 2.1966        | 10.0  | 760  | 2.1743          | 0.2632   |
+| No log        | 1.0   | 54   | 2.2936          | 0.0370   |
+| No log        | 2.0   | 108  | 2.2872          | 0.1111   |
+| No log        | 3.0   | 162  | 2.2796          | 0.0741   |
+| No log        | 4.0   | 216  | 2.2798          | 0.0741   |
+| No log        | 5.0   | 270  | 2.2775          | 0.0741   |
+| No log        | 6.0   | 324  | 2.2780          | 0.1111   |
+| No log        | 7.0   | 378  | 2.2801          | 0.0370   |
+| No log        | 8.0   | 432  | 2.2741          | 0.1111   |
+| No log        | 9.0   | 486  | 2.2733          | 0.0370   |
+| 2.2069        | 10.0  | 540  | 2.2729          | 0.1111   |
 
 
 ### Framework versions

config.json

@@ -10,30 +10,30 @@
   "hidden_dropout_prob": 0.1,
   "hidden_size": 256,
   "id2label": {
-    "0": "Value equation",
-    "1": "labels",
-    "2": "Financial Impact",
-    "3": "Health System Characteristics",
-    "4": "Clinical utility & efficiency-Provider perspective",
-    "5": "Workflow related problems",
-    "6": "Provider Characteristics",
-    "7": "Training",
-    "8": "Patient/Physician interaction in LUS",
-    "9": "Imaging modalities in general"
+    "0": "Provider Characteristics",
+    "1": "Financial Impact",
+    "2": "Imaging modalities in general",
+    "3": "Clinical utility & efficiency-Provider perspective",
+    "4": "Health System Characteristics",
+    "5": "Training",
+    "6": "Value equation",
+    "7": "Workflow related problems",
+    "8": "Credentialing / Quality Assurance Infrastructure",
+    "9": "Patient/Physician interaction in LUS"
   },
   "initializer_range": 0.02,
   "intermediate_size": 1024,
   "label2id": {
-    "Clinical utility & efficiency-Provider perspective": 4,
-    "Financial Impact": 2,
-    "Health System Characteristics": 3,
-    "Imaging modalities in general": 9,
-    "Patient/Physician interaction in LUS": 8,
-    "Provider Characteristics": 6,
-    "Training": 7,
-    "Value equation": 0,
-    "Workflow related problems": 5,
-    "labels": 1
+    "Clinical utility & efficiency-Provider perspective": 3,
+    "Credentialing / Quality Assurance Infrastructure": 8,
+    "Financial Impact": 1,
+    "Health System Characteristics": 4,
+    "Imaging modalities in general": 2,
+    "Patient/Physician interaction in LUS": 9,
+    "Provider Characteristics": 0,
+    "Training": 5,
+    "Value equation": 6,
+    "Workflow related problems": 7
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8d431f10ed5a5cd25ebefd3b4ffdf9bf41249fc414fd1abe24bc0eece665c526
+oid sha256:e39f45a0be0b095f4c30756e3d98ef4c1f7ceb03f2f6f0652863ceb8ac226767
 size 54229432

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:21836d5b6d84ca4371c2451265e6c01bbe6987a76fbc74e777cf227a449e98f6
+oid sha256:902f6623c6c6f42a2cbefe8c871a18c74a6d7b567b6c98f5e712a4b85c911ca6
 size 5304