End of training
Browse files- README.md +71 -0
- generation_config.json +6 -0
README.md
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---
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license: apache-2.0
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base_model: t5-base
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: t5-squad
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# t5-squad
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This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.8157
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- Rouge1: 0.1335
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- Rouge2: 0.0193
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- Rougel: 0.1312
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- Rougelsum: 0.1310
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
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| No log | 0.53 | 100 | 3.2422 | 0.1221 | 0.0171 | 0.1210 | 0.1209 |
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| No log | 1.06 | 200 | 2.9500 | 0.1248 | 0.0170 | 0.1224 | 0.1227 |
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| No log | 1.6 | 300 | 2.8945 | 0.1258 | 0.0173 | 0.1229 | 0.1231 |
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| No log | 2.13 | 400 | 2.8715 | 0.1295 | 0.0191 | 0.1270 | 0.1270 |
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| 3.1266 | 2.66 | 500 | 2.8479 | 0.1299 | 0.0200 | 0.1275 | 0.1275 |
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| 3.1266 | 3.19 | 600 | 2.8316 | 0.1307 | 0.0203 | 0.1285 | 0.1286 |
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| 3.1266 | 3.72 | 700 | 2.8238 | 0.1324 | 0.0204 | 0.1301 | 0.1302 |
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| 3.1266 | 4.26 | 800 | 2.8180 | 0.1339 | 0.0193 | 0.1316 | 0.1315 |
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| 3.1266 | 4.79 | 900 | 2.8157 | 0.1335 | 0.0193 | 0.1312 | 0.1310 |
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### Framework versions
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- Transformers 4.33.0
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- Pytorch 2.0.0
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- Datasets 2.1.0
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- Tokenizers 0.13.3
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.33.0"
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}
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