EddyGiusepe
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README.md
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---
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license: apache-2.0
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library_name: peft
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tags:
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- trl
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- sft
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- generated_from_trainer
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base_model: Deci/DeciLM-7B
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model-index:
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- name: DeciLM7B-FineTuning-checkpoints
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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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# DeciLM7B-FineTuning-checkpoints
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This model is a fine-tuned version of [Deci/DeciLM-7B](https://huggingface.co/Deci/DeciLM-7B) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.6058
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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: 0.0003
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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: reduce_lr_on_plateau
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- lr_scheduler_warmup_steps: 150
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- training_steps: 738
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.2254 | 3.23 | 100 | 2.1523 |
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| 0.4367 | 6.45 | 200 | 2.2709 |
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| 0.3763 | 9.68 | 300 | 2.4208 |
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| 0.3719 | 12.9 | 400 | 2.4735 |
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| 0.355 | 16.13 | 500 | 2.7165 |
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| 0.3513 | 19.35 | 600 | 2.7926 |
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| 0.3738 | 22.58 | 700 | 2.6058 |
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### Framework versions
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- PEFT 0.7.1
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- Transformers 4.36.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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adapter_model.safetensors
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runs/Jan14_21-16-13_6f939968eefc/events.out.tfevents.1705266984.6f939968eefc.1069.0
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