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llama2_instruction
ucmp137538/llama2_instruction
llama2_instruction is a machine learning model from ucmp137538. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- Access
- Public
- Created
- Apr 9, 2024
- Updated
- Apr 9, 2024
- SHA
- 833b7ff1
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
llama2_instruction
This model is a fine-tuned version of meta-llama/Llama-2-13b-chat-hf on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2655
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.3232 | 1.0 | 694 | 0.2556 |
| 0.2491 | 2.0 | 1388 | 0.2541 |
| 0.2007 | 3.0 | 2082 | 0.2583 |
| 0.1509 | 4.0 | 2776 | 0.2655 |
Framework versions
- PEFT 0.7.2.dev0
- Transformers 4.36.2
- Pytorch 2.1.2+cu121
- Datasets 2.16.1
- Tokenizers 0.15.2
- Library
- peft
- Created
- Apr 9, 2024
- Updated
- Apr 9, 2024