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End of training
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README.md
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---
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license: mit
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: facebook/bart-large-cnn
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model-index:
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- name: bart-cnn-samsum-peft
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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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# bart-cnn-samsum-peft
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This model is a fine-tuned version of [facebook/bart-large-cnn](https://huggingface.co/facebook/bart-large-cnn) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2831
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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: 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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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 3.8535 | 1.0 | 74 | 3.2533 |
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| 1.6015 | 2.0 | 148 | 1.4652 |
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| 0.6665 | 3.0 | 222 | 0.5120 |
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| 0.4145 | 4.0 | 296 | 0.3204 |
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| 0.2564 | 5.0 | 370 | 0.2831 |
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### Framework versions
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- PEFT 0.9.0
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- Transformers 4.38.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "facebook/bart-large-cnn",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 32,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v_proj",
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"q_proj"
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],
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"task_type": "SEQ_2_SEQ_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:72df89a071f72837bc5a08ccad9643a55ee03c52eaec6f6a82c009d64e1cccd7
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size 18894856
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runs/Mar08_20-55-50_1c182b1722c9/events.out.tfevents.1709931351.1c182b1722c9.1703.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:9d055cfc63ea85fe1b2dd9d4e8bb105978f2cf247f43c43da39e5755fb3c2df2
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size 25970
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:d4b87ae524ee16c9ddaf4933f6c7e096095cb7d00f2f41f0baa63d6151021a9f
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size 4920
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