End of training
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README.md
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---
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library_name: peft
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license: mit
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base_model: ingeniumacademy/bart-cnn-samsum-finetuned
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tags:
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- generated_from_trainer
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datasets:
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- samsum
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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 [ingeniumacademy/bart-cnn-samsum-finetuned](https://huggingface.co/ingeniumacademy/bart-cnn-samsum-finetuned) on the samsum dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1346
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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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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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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| 0.0788 | 1.0 | 19 | 0.1344 |
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| 0.0873 | 2.0 | 38 | 0.1345 |
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| 0.0777 | 3.0 | 57 | 0.1345 |
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| 0.0796 | 4.0 | 76 | 0.1345 |
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| 0.0924 | 5.0 | 95 | 0.1346 |
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### Framework versions
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- PEFT 0.14.0
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- Transformers 4.47.1
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- Pytorch 2.5.1+cu124
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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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": "ingeniumacademy/bart-cnn-samsum-finetuned",
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"bias": "none",
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"eva_config": null,
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"exclude_modules": null,
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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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"layer_replication": null,
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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_bias": false,
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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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"q_proj",
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"v_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 sha256:89c54e02dd5ef4550af4c8cb847c983601e07cdcb794e647e8e3f041413db48f
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size 18894856
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runs/Feb04_21-34-43_ff7bc541449d/events.out.tfevents.1738704896.ff7bc541449d.290.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:29fbd63524c328042911d802b5a404d9d11b9c506deab12673e6c6da8ac0222a
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size 6130
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:91f0686c0661c4ab59bd81eaa7c732fd1433596969955b1e87c5d7a8d46b403c
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size 5368
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