End of training
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README.md
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---
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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: meta-llama/Llama-2-7b-chat-hf
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model-index:
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- name: llama2-7b-context-prompt
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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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# llama2-7b-context-prompt
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This model is a fine-tuned version of [meta-llama/Llama-2-7b-chat-hf](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.1927
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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: 0.0002
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- train_batch_size: 4
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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: cosine
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- lr_scheduler_warmup_ratio: 0.03
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- num_epochs: 4
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.8432 | 1.0 | 700 | 1.2102 |
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| 0.852 | 2.0 | 1400 | 1.1925 |
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| 0.827 | 3.0 | 2100 | 1.1899 |
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| 0.7918 | 4.0 | 2800 | 1.1927 |
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### Framework versions
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- PEFT 0.7.2.dev0
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- Transformers 4.36.2
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- Pytorch 2.1.2+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.2
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runs/Apr14_06-15-48_52e170c5729c/events.out.tfevents.1713080941.52e170c5729c.2439.7
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version https://git-lfs.github.com/spec/v1
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oid sha256:d6c3d29df1f8fd41eb42f87a293992810accf06d51bb52954eac663781bb6821
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size 359
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