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Parent(s):
bad2ad6
Model save
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README.md
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---
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base_model: ybelkada/flan-t5-xl-sharded-bf16
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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-xl-gen4
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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-xl-gen4
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This model is a fine-tuned version of [ybelkada/flan-t5-xl-sharded-bf16](https://huggingface.co/ybelkada/flan-t5-xl-sharded-bf16) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6847
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- Rouge1: 36.2186
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- Rouge2: 27.5662
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- Rougel: 32.6055
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- Rougelsum: 32.8805
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- Gen Len: 10.85
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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: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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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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- lr_scheduler_warmup_steps: 500
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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 | 179 | 0.6847 | 36.2186 | 27.5662 | 32.6055 | 32.8805 | 10.85 |
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| No log | 2.0 | 358 | 0.6847 | 36.2186 | 27.5662 | 32.6055 | 32.8805 | 10.85 |
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| 0.7514 | 3.0 | 537 | 0.6847 | 36.2186 | 27.5662 | 32.6055 | 32.8805 | 10.85 |
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| 0.7514 | 4.0 | 716 | 0.6847 | 36.2186 | 27.5662 | 32.6055 | 32.8805 | 10.85 |
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| 0.7514 | 5.0 | 895 | 0.6847 | 36.2186 | 27.5662 | 32.6055 | 32.8805 | 10.85 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu118
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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generation_config.json
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{
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"_from_model_config": true,
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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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{
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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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logs/events.out.tfevents.1701157683.ec7c58e0a941.398.2
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e2620f34de60a19ea492dd0ab3d58a5b5cd26cb651107bdfa7ededa97f61225
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size 613
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