diegoale1248
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Model save
Browse files- README.md +0 -43
- config.json +69 -1
- model.safetensors +2 -2
- training_args.bin +1 -1
README.md
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base_model: neuralmind/bert-base-portuguese-cased
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tags:
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- generated_from_trainer
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metrics:
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- f1
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- accuracy
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model-index:
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- name: finetuned-bert-categories-estimation
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results: []
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# finetuned-bert-categories-estimation
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This model is a fine-tuned version of [neuralmind/bert-base-portuguese-cased](https://huggingface.co/neuralmind/bert-base-portuguese-cased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3765
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- F1: 0.8829
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- Accuracy: 0.9185
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 4
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | F1 | Accuracy |
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| 4.1819 | 0.13 | 100 | 3.4072 | 0.1568 | 0.4170 |
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| 3.0332 | 0.27 | 200 | 2.4751 | 0.3097 | 0.5559 |
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| 2.3356 | 0.4 | 300 | 1.9235 | 0.4379 | 0.6605 |
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| 1.8533 | 0.53 | 400 | 1.5348 | 0.5528 | 0.7300 |
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| 1.5404 | 0.66 | 500 | 1.2910 | 0.6279 | 0.7834 |
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| 1.3375 | 0.8 | 600 | 1.0888 | 0.6428 | 0.7987 |
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| 1.09 | 0.93 | 700 | 0.9613 | 0.6828 | 0.8233 |
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| 0.9577 | 1.06 | 800 | 0.8399 | 0.7188 | 0.8387 |
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| 0.7999 | 1.2 | 900 | 0.7625 | 0.7396 | 0.8510 |
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| 0.7067 | 1.33 | 1000 | 0.7112 | 0.7534 | 0.8537 |
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| 0.6479 | 1.46 | 1100 | 0.6395 | 0.7807 | 0.8695 |
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| 0.6 | 1.6 | 1200 | 0.6111 | 0.8015 | 0.8781 |
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| 0.5168 | 1.73 | 1300 | 0.5787 | 0.8070 | 0.8783 |
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| 0.5635 | 1.86 | 1400 | 0.5333 | 0.8167 | 0.8873 |
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| 0.5094 | 1.99 | 1500 | 0.5283 | 0.8217 | 0.8868 |
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| 0.3862 | 2.13 | 1600 | 0.4973 | 0.8257 | 0.8908 |
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| 0.3663 | 2.26 | 1700 | 0.4879 | 0.8281 | 0.8889 |
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| 0.3584 | 2.39 | 1800 | 0.4619 | 0.8406 | 0.8973 |
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| 0.3427 | 2.53 | 1900 | 0.4460 | 0.8555 | 0.9044 |
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| 0.3334 | 2.66 | 2000 | 0.4386 | 0.8600 | 0.9056 |
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| 0.3267 | 2.79 | 2100 | 0.4274 | 0.8638 | 0.9064 |
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| 0.3045 | 2.93 | 2200 | 0.4154 | 0.8704 | 0.9094 |
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| 0.3048 | 3.06 | 2300 | 0.4156 | 0.8703 | 0.9106 |
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| 0.2329 | 3.19 | 2400 | 0.4068 | 0.8640 | 0.9097 |
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| 0.2393 | 3.32 | 2500 | 0.3957 | 0.8766 | 0.9122 |
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| 0.2335 | 3.46 | 2600 | 0.3923 | 0.8776 | 0.9159 |
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| 0.201 | 3.59 | 2700 | 0.3840 | 0.8810 | 0.9175 |
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| 0.2156 | 3.72 | 2800 | 0.3849 | 0.8817 | 0.9174 |
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| 0.2135 | 3.86 | 2900 | 0.3777 | 0.8833 | 0.9190 |
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| 0.2164 | 3.99 | 3000 | 0.3765 | 0.8829 | 0.9185 |
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### Framework versions
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- Transformers 4.35.2
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base_model: neuralmind/bert-base-portuguese-cased
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tags:
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- generated_from_trainer
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model-index:
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- name: finetuned-bert-categories-estimation
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results: []
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# finetuned-bert-categories-estimation
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This model is a fine-tuned version of [neuralmind/bert-base-portuguese-cased](https://huggingface.co/neuralmind/bert-base-portuguese-cased) on the None dataset.
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 4
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### Framework versions
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- Transformers 4.35.2
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config.json
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"135": "LABEL_135",
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"136": "LABEL_136",
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"138": "LABEL_138"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"LABEL_136": 136,
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"LABEL_137": 137,
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"LABEL_138": 138,
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"LABEL_14": 14,
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"LABEL_15": 15,
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"LABEL_16": 16,
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"LABEL_17": 17,
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"LABEL_18": 18,
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"LABEL_19": 19,
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"LABEL_2": 2,
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"135": "LABEL_135",
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"136": "LABEL_136",
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"137": "LABEL_137",
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"138": "LABEL_138",
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"139": "LABEL_139",
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"140": "LABEL_140",
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"141": "LABEL_141",
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"142": "LABEL_142",
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"143": "LABEL_143",
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"144": "LABEL_144",
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"145": "LABEL_145",
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"146": "LABEL_146",
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"147": "LABEL_147",
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"148": "LABEL_148",
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"149": "LABEL_149",
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"150": "LABEL_150",
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"151": "LABEL_151",
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"152": "LABEL_152",
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"153": "LABEL_153",
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"154": "LABEL_154",
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"155": "LABEL_155",
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"156": "LABEL_156",
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"157": "LABEL_157",
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"158": "LABEL_158",
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"159": "LABEL_159",
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"160": "LABEL_160",
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"161": "LABEL_161",
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"162": "LABEL_162",
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"163": "LABEL_163",
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"164": "LABEL_164",
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"165": "LABEL_165",
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"166": "LABEL_166",
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"167": "LABEL_167",
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"LABEL_136": 136,
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"LABEL_137": 137,
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"LABEL_138": 138,
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"LABEL_139": 139,
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"LABEL_14": 14,
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"LABEL_140": 140,
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"LABEL_141": 141,
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"LABEL_142": 142,
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"LABEL_143": 143,
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"LABEL_144": 144,
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"LABEL_145": 145,
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"LABEL_146": 146,
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"LABEL_147": 147,
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"LABEL_148": 148,
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"LABEL_15": 15,
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"LABEL_150": 150,
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"LABEL_151": 151,
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"LABEL_152": 152,
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"LABEL_153": 153,
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"LABEL_158": 158,
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"LABEL_161": 161,
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"LABEL_18": 18,
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"LABEL_19": 19,
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"LABEL_2": 2,
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model.safetensors
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:4884e477d7616c497e8c3b103872ec15240fc5b77737730fcb418c171bc43c8b
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size 436248228
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training_args.bin
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size 4664
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