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lvp_llama3_8b
Sierkinhane/lvp_llama3_8b
lvp_llama3_8b is a machine learning model from Sierkinhane. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- other
- Model type
- llama
- Access
- Public
- Created
- Nov 1, 2024
- Updated
- Nov 3, 2024
- SHA
- d565b21d
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. -->
sft
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on the storyboard20k dataset. It achieves the following results on the evaluation set:
- Loss: 0.4572
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: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- total_eval_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4899 | 0.7771 | 10000 | 0.5172 |
Framework versions
- Transformers 4.43.2
- Pytorch 2.3.1+cu121
- Datasets 2.16.0
- Tokenizers 0.19.1
- Type
- llama
- License
- other
- Created
- Nov 1, 2024
- Updated
- Nov 3, 2024