Training in progress epoch 0

README.md

@@ -1,38 +1,23 @@
 ---
 license: apache-2.0
 tags:
-- generated_from_trainer
-datasets:
-- glue
-metrics:
-- accuracy
+- generated_from_keras_callback
 model-index:
-- name: distilbert-base-uncased-finetuned-sst2
-  results:
-  - task:
-      name: Text Classification
-      type: text-classification
-    dataset:
-      name: glue
-      type: glue
-      config: sst2
-      split: validation
-      args: sst2
-    metrics:
-    - name: Accuracy
-      type: accuracy
-      value: 0.9128440366972477
+- name: rwang5688/distilbert-base-uncased-finetuned-sst2
+  results: []
 ---
 
-<!-- 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. -->
+<!-- This model card has been generated automatically according to the information Keras had access to. You should
+probably proofread and complete it, then remove this comment. -->
 
-# distilbert-base-uncased-finetuned-sst2
+# rwang5688/distilbert-base-uncased-finetuned-sst2
 
-This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the glue dataset.
+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: 0.3177
-- Accuracy: 0.9128
+- Train Loss: 0.2128
+- Validation Loss: 0.3199
+- Train Accuracy: 0.8784
+- Epoch: 0
 
 ## Model description
 
@@ -51,28 +36,19 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 2e-05
-- train_batch_size: 16
-- eval_batch_size: 16
-- seed: 42
-- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: linear
-- num_epochs: 5
+- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': False, 'is_legacy_optimizer': False, 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 12627, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
+- training_precision: float32
 
 ### Training results
 
-| Training Loss | Epoch | Step  | Validation Loss | Accuracy |
-|:-------------:|:-----:|:-----:|:---------------:|:--------:|
-| 0.1848        | 1.0   | 4210  | 0.2955          | 0.9083   |
-| 0.1271        | 2.0   | 8420  | 0.3177          | 0.9128   |
-| 0.0958        | 3.0   | 12630 | 0.3847          | 0.9014   |
-| 0.0582        | 4.0   | 16840 | 0.4434          | 0.9106   |
-| 0.038         | 5.0   | 21050 | 0.5351          | 0.9002   |
+| Train Loss | Validation Loss | Train Accuracy | Epoch |
+|:----------:|:---------------:|:--------------:|:-----:|
+| 0.2128     | 0.3199          | 0.8784         | 0     |
 
 
 ### Framework versions
 
-- Transformers 4.27.3
-- Pytorch 2.0.0+cu117
-- Datasets 2.10.1
+- Transformers 4.27.4
+- TensorFlow 2.12.0
+- Datasets 2.11.0
 - Tokenizers 0.13.2

config.json

@@ -8,18 +8,24 @@
   "dim": 768,
   "dropout": 0.1,
   "hidden_dim": 3072,
+  "id2label": {
+    "0": "Invalid",
+    "1": "Valid"
+  },
   "initializer_range": 0.02,
+  "label2id": {
+    "Invalid": 0,
+    "Valid": 1
+  },
   "max_position_embeddings": 512,
   "model_type": "distilbert",
   "n_heads": 12,
   "n_layers": 6,
   "pad_token_id": 0,
-  "problem_type": "single_label_classification",
   "qa_dropout": 0.1,
   "seq_classif_dropout": 0.2,
   "sinusoidal_pos_embds": false,
   "tie_weights_": true,
-  "torch_dtype": "float32",
-  "transformers_version": "4.27.3",
+  "transformers_version": "4.27.4",
   "vocab_size": 30522
 }

logs/train/events.out.tfevents.1681108353.ip-172-26-15-174.6245.0.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6244771409cbed3cffdc44939da1e6bb6984d903644670a8352aff7b53b9d84
+size 1788177

logs/train/events.out.tfevents.1681165251.ip-172-26-15-174.3201.0.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a177cd133b3dbeaf6a4bf3d2777774ab1cc5e2aaed05bbc931b28c5ba53d431
+size 1788388

logs/validation/events.out.tfevents.1681167150.ip-172-26-15-174.3201.1.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13336e3090213772cbb5ad5c3d02c61ef57a933c1d4afd2e2799bcee4acee123
+size 232

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e683f796cdbc81f7ad276d244190c4d31e71953a40cbccaf710154aa5f267572
+oid sha256:75c1a1960921efb8a6a254e506fecacb8053ce821f318634de62d523a8d5be30
 size 267951808