CodeIsAbstract
commited on
Model save
Browse files- README.md +18 -15
- config.json +1 -1
- model.safetensors +2 -2
- tokenizer.json +2 -4
- training_args.bin +1 -1
README.md
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---
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license: apache-2.0
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base_model:
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tags:
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- generated_from_trainer
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metrics:
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# denoice-finetuned-xsum
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This model is a fine-tuned version of [
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It achieves the following results on the evaluation set:
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- Loss:
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- Rouge1:
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- Rouge2:
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- Rougel:
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- Rougelsum:
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- Gen Len:
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size:
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- eval_batch_size:
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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:
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1
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### Framework versions
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---
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license: apache-2.0
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base_model: t5-small
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tags:
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- generated_from_trainer
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metrics:
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# denoice-finetuned-xsum
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7794
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- Rouge1: 71.0141
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- Rouge2: 53.0457
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- Rougel: 71.0918
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- Rougelsum: 71.0572
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- Gen Len: 16.5681
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## Model description
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 500
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- eval_batch_size: 500
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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 | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
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| No log | 1.0 | 76 | 0.8037 | 70.2689 | 52.2689 | 70.2756 | 70.2269 | 16.5707 |
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| No log | 2.0 | 152 | 0.7922 | 70.7975 | 52.7278 | 70.8142 | 70.8439 | 16.5576 |
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| No log | 3.0 | 228 | 0.7846 | 70.8221 | 52.6361 | 70.9459 | 70.8784 | 16.5314 |
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| No log | 4.0 | 304 | 0.7805 | 71.0252 | 53.0551 | 71.0992 | 71.0725 | 16.5576 |
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| No log | 5.0 | 380 | 0.7794 | 71.0141 | 53.0457 | 71.0918 | 71.0572 | 16.5681 |
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### Framework versions
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config.json
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"prefix": "translate English to Romanian: "
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}
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},
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"torch_dtype": "
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"transformers_version": "4.36.2",
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"use_cache": true,
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"vocab_size": 32128
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"prefix": "translate English to Romanian: "
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}
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},
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"torch_dtype": "float16",
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"transformers_version": "4.36.2",
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"use_cache": true,
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"vocab_size": 32128
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model.safetensors
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tokenizer.json
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"version": "1.0",
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"truncation": {
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"direction": "Right",
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"max_length":
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"strategy": "LongestFirst",
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"stride": 0
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"padding": {
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"version": "1.0",
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"truncation": {
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"strategy": "LongestFirst",
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"padding": {
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"strategy": "BatchLongest",
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"direction": "Right",
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"pad_to_multiple_of": null,
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"pad_id": 0,
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training_args.bin
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size 4411
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