Training in progress epoch 0

README.md

@@ -0,0 +1,57 @@
+---
+license: apache-2.0
+tags:
+- generated_from_keras_callback
+model-index:
+- name: nandysoham/Myocardial_infarction-theme-finetuned-overfinetuned
+  results: []
+---
+
+<!-- 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. -->
+
+# nandysoham/Myocardial_infarction-theme-finetuned-overfinetuned
+
+This model is a fine-tuned version of [nandysoham/distilbert-base-uncased-finetuned-squad](https://huggingface.co/nandysoham/distilbert-base-uncased-finetuned-squad) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 2.8328
+- Train End Logits Accuracy: 0.4688
+- Train Start Logits Accuracy: 0.4688
+- Validation Loss: 0.4384
+- Validation End Logits Accuracy: 0.8846
+- Validation Start Logits Accuracy: 0.8846
+- Epoch: 0
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- optimizer: {'name': 'Adam', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 12, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
+- training_precision: float32
+
+### Training results
+
+| Train Loss | Train End Logits Accuracy | Train Start Logits Accuracy | Validation Loss | Validation End Logits Accuracy | Validation Start Logits Accuracy | Epoch |
+|:----------:|:-------------------------:|:---------------------------:|:---------------:|:------------------------------:|:--------------------------------:|:-----:|
+| 2.8328     | 0.4688                    | 0.4688                      | 0.4384          | 0.8846                         | 0.8846                           | 0     |
+
+
+### Framework versions
+
+- Transformers 4.20.1
+- TensorFlow 2.6.4
+- Datasets 2.1.0
+- Tokenizers 0.12.1

config.json

@@ -0,0 +1,23 @@
+{
+  "_name_or_path": "nandysoham/distilbert-base-uncased-finetuned-squad",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForQuestionAnswering"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "initializer_range": 0.02,
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "transformers_version": "4.20.1",
+  "vocab_size": 30522
+}

logs/train/events.out.tfevents.1674133597.96d670ede426.24.0.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:284601cbc61761bfd625fae6671ae9c1bf80efb3ca8675e894ca0df2ba202b31
+size 1477463

logs/train/events.out.tfevents.1674133609.96d670ede426.profile-empty

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4da233779f76bc37c0c7572239ff5f1acf10bde0553819c4f5017804a5fec983
+size 40

logs/train/plugins/profile/2023_01_19_13_06_49/96d670ede426.input_pipeline.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9816b7ed70c89eadfffb7f620dabbecd4f83150074f8a1818fffc3169c3c149
+size 2468

logs/train/plugins/profile/2023_01_19_13_06_49/96d670ede426.kernel_stats.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5bc0967ed031cb6f1f98cc19de7a504130062216be0e16cac8a1883a0f372e14
+size 313697

logs/train/plugins/profile/2023_01_19_13_06_49/96d670ede426.memory_profile.json.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af2aa9cf7e1145fe8948e67cc6ab2d24cef518815423d404b6ba257eaec4a869
+size 35212

logs/train/plugins/profile/2023_01_19_13_06_49/96d670ede426.overview_page.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3d3a93355c63009955a3588900ff2bb682e0411fa19a1338b0f84d1220c396a
+size 5403

logs/train/plugins/profile/2023_01_19_13_06_49/96d670ede426.tensorflow_stats.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4510ad3f08ecf33c4c45878c0cb50d2c50100cf769f89ab2426bdc853dc7378f
+size 187539

logs/train/plugins/profile/2023_01_19_13_06_49/96d670ede426.trace.json.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28e2aa5c9678cc1dba5d9c1d28cddc3f130994dd672fa12162ff11e18dd5ad0b
+size 149119

logs/train/plugins/profile/2023_01_19_13_06_49/96d670ede426.xplane.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cdc752cb612b9ecf30e8256338ec8d83dce181f9371b70507c9334656656d1ed
+size 1145086

logs/validation/events.out.tfevents.1674133610.96d670ede426.24.1.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f92432b5d3ea721a6d9eb5f4ac4cdde90fc625675bc067fc35397ada01dccf22
+size 563

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tf_model.h5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fafe07d44a15e798ac1f4423b2feafa49bab28583c46f365d718198d1d830e9
+size 265583592

tokenizer_config.json

@@ -0,0 +1,14 @@
+{
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "name_or_path": "nandysoham/distilbert-base-uncased-finetuned-squad",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": null,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}