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llama-2-13b-orca
vincentmin/llama-2-13b-orca
llama-2-13b-orca is a machine learning model from vincentmin. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Jul 23, 2023
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At a glance
- Access
- Public
- Created
- Jul 23, 2023
- Updated
- Jul 23, 2023
- SHA
- 95858e01
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. -->
llama-2-13b-orca
This model is a fine-tuned version of meta-llama/Llama-2-13b-chat-hf on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 1.3518
- eval_runtime: 296.6337
- eval_samples_per_second: 3.452
- eval_steps_per_second: 1.726
- epoch: 0.02
- step: 500
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: 5e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
Framework versions
- Transformers 4.32.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3
- Created
- Jul 23, 2023
- Updated
- Jul 23, 2023