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llm-science-exam-llama-2-13b-kaggle
Sandiago21/llm-science-exam-llama-2-13b-kaggle
llm-science-exam-llama-2-13b-kaggle is a machine learning model from Sandiago21. 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. --
Access
Public
Updated Oct 18, 2023
Repo size
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At a glance
- Access
- Public
- Created
- Oct 18, 2023
- Updated
- Oct 18, 2023
- SHA
- ab28fb79
Base models
Datasets
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-llm-science-exam-kaggle
This model is a fine-tuned version of meta-llama/Llama-2-13b-hf on the llm-science-exam dataset. It achieves the following results on the evaluation set:
- eval_loss: 1.5339
- eval_runtime: 1031.3967
- eval_samples_per_second: 0.194
- eval_steps_per_second: 0.097
- epoch: 0.48
- step: 200
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: 1e-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: cosine
- lr_scheduler_warmup_steps: 50
- num_epochs: 1
Framework versions
- Transformers 4.34.0.dev0
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.14.0
- Languages
- multilingual
- Created
- Oct 18, 2023
- Updated
- Oct 18, 2023