Training in progress epoch 0

README.md

@@ -0,0 +1,57 @@
+---
+license: apache-2.0
+tags:
+- generated_from_keras_callback
+model-index:
+- name: silviacamplani/distilbert-finetuned-tapt-ner-music
+  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. -->
+
+# silviacamplani/distilbert-finetuned-tapt-ner-music
+
+This model is a fine-tuned version of [silviacamplani/distilbert-finetuned-tapt-lm-ai](https://huggingface.co/silviacamplani/distilbert-finetuned-tapt-lm-ai) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Train Loss: 2.7047
+- Validation Loss: 2.0137
+- Train Precision: 0.0
+- Train Recall: 0.0
+- Train F1: 0.0
+- Train Accuracy: 0.5482
+- 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: {'inner_optimizer': {'class_name': 'AdamWeightDecay', 'config': {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 1e-05, 'decay_steps': 370, '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, 'weight_decay_rate': 0.01}}, 'dynamic': True, 'initial_scale': 32768.0, 'dynamic_growth_steps': 2000}
+- training_precision: mixed_float16
+
+### Training results
+
+| Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
+|:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
+| 2.7047     | 2.0137          | 0.0             | 0.0          | 0.0      | 0.5482         | 0     |
+
+
+### Framework versions
+
+- Transformers 4.20.1
+- TensorFlow 2.6.4
+- Datasets 2.1.0
+- Tokenizers 0.12.1

config.json

@@ -0,0 +1,81 @@
+{
+  "_name_or_path": "silviacamplani/distilbert-finetuned-tapt-lm-ai",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForTokenClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "O",
+    "1": "B-album",
+    "2": "I-album",
+    "3": "B-award",
+    "4": "I-award",
+    "5": "B-band",
+    "6": "I-band",
+    "7": "B-country",
+    "8": "I-country",
+    "9": "B-event",
+    "10": "I-event",
+    "11": "B-location",
+    "12": "I-location",
+    "13": "B-misc",
+    "14": "I-misc",
+    "15": "B-musicalartist",
+    "16": "I-musicalartist",
+    "17": "B-musicalinstrument",
+    "18": "I-musicalinstrument",
+    "19": "B-musicgenre",
+    "20": "I-musicgenre",
+    "21": "B-organisation",
+    "22": "I-organisation",
+    "23": "B-person",
+    "24": "I-person",
+    "25": "B-song",
+    "26": "I-song"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "B-album": 1,
+    "B-award": 3,
+    "B-band": 5,
+    "B-country": 7,
+    "B-event": 9,
+    "B-location": 11,
+    "B-misc": 13,
+    "B-musicalartist": 15,
+    "B-musicalinstrument": 17,
+    "B-musicgenre": 19,
+    "B-organisation": 21,
+    "B-person": 23,
+    "B-song": 25,
+    "I-album": 2,
+    "I-award": 4,
+    "I-band": 6,
+    "I-country": 8,
+    "I-event": 10,
+    "I-location": 12,
+    "I-misc": 14,
+    "I-musicalartist": 16,
+    "I-musicalinstrument": 18,
+    "I-musicgenre": 20,
+    "I-organisation": 22,
+    "I-person": 24,
+    "I-song": 26,
+    "O": 0
+  },
+  "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.1661704349.3e81d4e42f0b.17.2.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4aaefde1f11079cb7e9ed4769cfbfc8f89ecb547713d778cd7ae9502d6ff67b1
+size 29542206

logs/train/events.out.tfevents.1661704363.3e81d4e42f0b.profile-empty

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36d4ff38ad4cad1ef733e493382f60d9f239dd4e8ac9213f4ccba3aa51365ffb
+size 40

logs/train/plugins/profile/2022_08_28_16_32_43/3e81d4e42f0b.input_pipeline.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47081b05fecc721f43ca3701cbc47b842b9da3c0c2c8dbdcf0e7ce11f0964029
+size 3066

logs/train/plugins/profile/2022_08_28_16_32_43/3e81d4e42f0b.kernel_stats.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b090a593ba8cb63f44ae56eff1926c682a12f3e54f77a4b517cafed19dd13d6a
+size 319807

logs/train/plugins/profile/2022_08_28_16_32_43/3e81d4e42f0b.memory_profile.json.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ca4710b617ae81433b142a9e48a408182627930230ff1ec6ee1679c080b0423
+size 38858

logs/train/plugins/profile/2022_08_28_16_32_43/3e81d4e42f0b.overview_page.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a1ac834ecee890d05d37a6479e4d22419fa12dc4a69024a19a5725e6e9502a6
+size 6231

logs/train/plugins/profile/2022_08_28_16_32_43/3e81d4e42f0b.tensorflow_stats.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f0b679cc06ceb022482cbf6aeef45f6778af0243c4a3ac0708672bfc9e27bed
+size 193613

logs/train/plugins/profile/2022_08_28_16_32_43/3e81d4e42f0b.trace.json.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed62ff294d950c78030846150970f9a7a30e09e000540665eb7900fab8bcb614
+size 215874

logs/train/plugins/profile/2022_08_28_16_32_43/3e81d4e42f0b.xplane.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ded5d0c8058c9e8ccc53aed4c69060fd34c9494bbe444b10eb1f03874835b88e
+size 1685068

logs/validation/events.out.tfevents.1661704367.3e81d4e42f0b.17.3.v2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d85b7c56dde9e34d7c7efb50626e16dff72f7b5d82f8aacec5ebf5763c9855fc
+size 193

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:aae1878ac1fb4e360aec2035786a5c6e53691d4115319a05fa60dfea2a738551
+size 265660768

tokenizer_config.json

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