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llama2_lora_ice6
thorirhrafn/llama2_lora_ice6
llama2_lora_ice6 is a machine learning model from thorirhrafn. 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 Jan 1, 2024
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At a glance
- Access
- Public
- Created
- Dec 30, 2023
- Updated
- Jan 1, 2024
- SHA
- 0163864c
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_lora_ice6
This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.5662
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: 0.0001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.7348 | 0.34 | 50000 | 1.6355 |
| 1.7376 | 0.68 | 100000 | 1.5908 |
| 1.6884 | 1.02 | 150000 | 1.5737 |
| 1.6561 | 1.36 | 200000 | 1.5684 |
| 1.6086 | 1.7 | 250000 | 1.5665 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.0.1+cu117
- Datasets 2.14.5
- Tokenizers 0.14.1
- Created
- Dec 30, 2023
- Updated
- Jan 1, 2024