Upload 5 files
Browse files- README.md +67 -0
- special_tokens_map.json +107 -0
- spiece.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +113 -0
README.md
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---
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license: apache-2.0
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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: flan-t5-qa
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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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# flan-t5-qa
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This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.9501
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- Rouge1: 32.6382
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- Rouge2: 18.8113
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- Rougel: 31.4434
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- Rougelsum: 31.55
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- Gen Len: 17.333
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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: 5e-05
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- train_batch_size: 5
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- eval_batch_size: 5
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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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| 2.2112 | 1.0 | 2000 | 2.2398 | 31.2944 | 16.8097 | 29.7158 | 29.856 | 17.726 |
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| 1.9424 | 2.0 | 4000 | 2.0614 | 32.2914 | 17.2352 | 30.6559 | 30.7999 | 17.264 |
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| 1.8168 | 3.0 | 6000 | 1.9951 | 32.1343 | 17.6839 | 30.9136 | 31.0279 | 17.385 |
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| 1.7924 | 4.0 | 8000 | 1.9566 | 32.6305 | 18.4737 | 31.4423 | 31.5984 | 17.302 |
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| 1.6977 | 5.0 | 10000 | 1.9501 | 32.6382 | 18.8113 | 31.4434 | 31.55 | 17.333 |
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### Framework versions
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- Transformers 4.27.4
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- Pytorch 1.13.0
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- Datasets 2.1.0
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- Tokenizers 0.13.2
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special_tokens_map.json
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{
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}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
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size 791656
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tokenizer.json
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The diff for this file is too large to render.
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tokenizer_config.json
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{
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"special_tokens_map_file": "/home/younes_huggingface_co/.cache/huggingface/hub/models--google--t5-v1_1-base/snapshots/650d7745bf1e502d6949b22cc19155cd656d3d4e/special_tokens_map.json",
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}
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