Training in progress epoch 0

README.md

@@ -11,10 +11,10 @@ probably proofread and complete it, then remove this comment. -->
 
 # robingeibel/longformer-base-finetuned-big_patent
 
-This model is a fine-tuned version of [allenai/longformer-base-4096](https://huggingface.co/allenai/longformer-base-4096) on an unknown dataset.
+This model is a fine-tuned version of [robingeibel/longformer-base-finetuned-big_patent](https://huggingface.co/robingeibel/longformer-base-finetuned-big_patent) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 1.3006
-- Validation Loss: 1.1233
+- Train Loss: 1.2195
+- Validation Loss: 1.0887
 - Epoch: 0
 
 ## Model description
@@ -35,18 +35,18 @@ More information needed
 
 The following hyperparameters were used during training:
 - optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'WarmUp', 'config': {'initial_learning_rate': 2e-05, 'decay_schedule_fn': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 152946, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, '__passive_serialization__': True}, 'warmup_steps': 1000, 'power': 1.0, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
-- training_precision: float32
+- training_precision: mixed_float16
 
 ### Training results
 
 | Train Loss | Validation Loss | Epoch |
 |:----------:|:---------------:|:-----:|
-| 1.3006     | 1.1233          | 0     |
+| 1.2195     | 1.0887          | 0     |
 
 
 ### Framework versions
 
-- Transformers 4.19.2
+- Transformers 4.19.3
 - TensorFlow 2.8.2
 - Datasets 2.2.2
 - Tokenizers 0.12.1

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "allenai/longformer-base-4096",
+  "_name_or_path": "robingeibel/longformer-base-finetuned-big_patent",
   "architectures": [
     "LongformerForMaskedLM"
   ],
@@ -37,7 +37,7 @@
   "pad_token_id": 1,
   "position_embedding_type": "absolute",
   "sep_token_id": 2,
-  "transformers_version": "4.19.2",
+  "transformers_version": "4.19.3",
   "type_vocab_size": 1,
   "use_cache": true,
   "vocab_size": 50265

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f124e42a7410c1cc98e2d5fd4e8c00c85ca28403a90e732fb3346f55f1f937b1
+oid sha256:32ae97545e8f7375fcf0d3a3382a7cd606f9061ebc52660576ed7b9b78ece264
 size 762211788

tokenizer_config.json

@@ -1 +1 @@
-{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 4096, "special_tokens_map_file": null, "name_or_path": "allenai/longformer-base-4096", "tokenizer_class": "LongformerTokenizer"}
+{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 4096, "special_tokens_map_file": null, "name_or_path": "robingeibel/longformer-base-finetuned-big_patent", "tokenizer_class": "LongformerTokenizer"}