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Parent(s):
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Training in progress epoch 0
Browse files- README.md +6 -26
- config.json +1 -2
- tf_model.h5 +1 -1
- tokenizer.json +2 -2
- tokenizer_config.json +0 -7
README.md
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---
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license: mit
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base_model: badokorach/roberta-base-
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tags:
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- generated_from_keras_callback
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model-index:
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# badokorach/roberta-base-agric-trans-290124
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This model is a fine-tuned version of [badokorach/roberta-base-
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It achieves the following results on the evaluation set:
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- Train Loss:
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- Validation Loss: 0.0
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- Epoch:
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## Model Performance
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The model's performance in various metrics is as follows:
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- Exact Match: 81.60%
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- F1 Score: 81.88%
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate':
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- training_precision: mixed_float16
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### Training results
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| Train Loss | Validation Loss | Epoch |
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|:----------:|:---------------:|:-----:|
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| 0.0200 | 0.0 | 1 |
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| 0.0106 | 0.0 | 2 |
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| 0.0094 | 0.0 | 3 |
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| 0.0060 | 0.0 | 4 |
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| 0.0050 | 0.0 | 5 |
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| 0.0048 | 0.0 | 6 |
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| 0.0043 | 0.0 | 7 |
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| 0.0013 | 0.0 | 8 |
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| 0.0013 | 0.0 | 9 |
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| 0.0009 | 0.0 | 10 |
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| 0.0013 | 0.0 | 11 |
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| 0.0008 | 0.0 | 12 |
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| 0.0035 | 0.0 | 13 |
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| 0.0007 | 0.0 | 14 |
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### Framework versions
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---
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license: mit
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base_model: badokorach/xlm-roberta-base-finetuned-mlqa
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tags:
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- generated_from_keras_callback
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model-index:
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# badokorach/roberta-base-agric-trans-290124
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This model is a fine-tuned version of [badokorach/xlm-roberta-base-finetuned-mlqa](https://huggingface.co/badokorach/xlm-roberta-base-finetuned-mlqa) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Train Loss: 2.5938
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- Validation Loss: 0.0
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- Epoch: 0
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 460, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.02}
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- training_precision: mixed_float16
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### Training results
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| Train Loss | Validation Loss | Epoch |
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|:----------:|:---------------:|:-----:|
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| 2.5938 | 0.0 | 0 |
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### Framework versions
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config.json
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{
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"_name_or_path": "badokorach/roberta-base-
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"architectures": [
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"XLMRobertaForQuestionAnswering"
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],
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"output_past": true,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"type_vocab_size": 1,
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"use_cache": true,
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{
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"_name_or_path": "badokorach/xlm-roberta-base-finetuned-mlqa",
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"architectures": [
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"XLMRobertaForQuestionAnswering"
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],
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"output_past": true,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"transformers_version": "4.35.2",
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"type_vocab_size": 1,
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"use_cache": true,
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 1110105320
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version https://git-lfs.github.com/spec/v1
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oid sha256:05e6a58ab7bead15abe52b79e63d5362fb5f6f62a4201cca844bbd002b805f83
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size 1110105320
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:f59925fcb90c92b894cb93e51bb9b4a6105c5c249fe54ce1c704420ac39b81af
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size 17082756
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tokenizer_config.json
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": "<mask>",
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"max_length": 384,
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"model_max_length": 512,
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"pad_to_multiple_of": null,
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"pad_token": "<pad>",
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"pad_token_type_id": 0,
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"padding_side": "right",
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"sep_token": "</s>",
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"stride": 128,
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"tokenizer_class": "XLMRobertaTokenizer",
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"truncation_side": "right",
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"truncation_strategy": "only_second",
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"unk_token": "<unk>"
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}
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": "<mask>",
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "XLMRobertaTokenizer",
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"unk_token": "<unk>"
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}
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