Training in progress epoch 0

README.md

@@ -0,0 +1,57 @@
+---
+license: apache-2.0
+tags:
+- generated_from_keras_callback
+model-index:
+- name: nandysoham/distilbert-base-uncased-finetuned-squad
+  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/distilbert-base-uncased-finetuned-squad
+
+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:
+- Train Loss: 1.4931
+- Train End Logits Accuracy: 0.6097
+- Train Start Logits Accuracy: 0.5709
+- Validation Loss: 1.1473
+- Validation End Logits Accuracy: 0.6884
+- Validation Start Logits Accuracy: 0.6509
+- 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': 11064, '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 |
+|:----------:|:-------------------------:|:---------------------------:|:---------------:|:------------------------------:|:--------------------------------:|:-----:|
+| 1.4931     | 0.6097                    | 0.5709                      | 1.1473          | 0.6884                         | 0.6509                           | 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": "distilbert-base-uncased",
+  "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.1672853157.ccaf0d218cee.23.0.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6948eee53ac5a4a54abf725d9852d85ffada980a284a51b3e0b5e9d2c66e6f2d
+size 1498022

logs/train/events.out.tfevents.1672853169.ccaf0d218cee.profile-empty

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8b27db2b3789e540899af69ace8857f71ac37e2010f19213f692cfeae812fff
+size 40

logs/train/plugins/profile/2023_01_04_17_26_09/ccaf0d218cee.input_pipeline.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:465c5d90ca7b9f1609a98e2c980248de463dcaed2eb1e529a46361fcdc418d38
+size 2730

logs/train/plugins/profile/2023_01_04_17_26_09/ccaf0d218cee.kernel_stats.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eece992898805f663f03e0d7b06e3ffbd4aa188368263df952de496ba368af36
+size 314824

logs/train/plugins/profile/2023_01_04_17_26_09/ccaf0d218cee.memory_profile.json.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d676050865eb946aa19906c3293e3ebab95d92e577740aa12a859898fc07feed
+size 35703

logs/train/plugins/profile/2023_01_04_17_26_09/ccaf0d218cee.overview_page.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52d2175159b7fc8ec688f3ceaec161484a346794afbd29ed902dd9dfd8ca5e25
+size 5911

logs/train/plugins/profile/2023_01_04_17_26_09/ccaf0d218cee.tensorflow_stats.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70c912ad142e3d97352ad277cef4938a377038b4da638b6ef10a050e87b3d616
+size 190403

logs/train/plugins/profile/2023_01_04_17_26_09/ccaf0d218cee.trace.json.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4348861272016eb49c2c826fa723f91e3a68db09ceb6e8a62c54c5c3087e301
+size 149097

logs/train/plugins/profile/2023_01_04_17_26_09/ccaf0d218cee.xplane.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c606ac1d005be5fb4676d0e5fef6d5630c9441abcdfcdcf3f7814d77bbc57069
+size 1152712

logs/validation/events.out.tfevents.1672855395.ccaf0d218cee.23.1.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54666759dff0dc96898a700825dcc54bf8c1f328b1da6caa186f1a5f779dce71
+size 566

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 sha256:7318ec0676b95a6a62d52be79712dcb42261af216094c01049629aa9254cb812
+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": "distilbert-base-uncased",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": null,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}