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big_cc_run-FineLlama-3.1-8B
emessy/big_cc_run-FineLlama-3.1-8B
big_cc_run-FineLlama-3.1-8B is a machine learning model from emessy. 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. The card lists the license as llama3.1.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama3.1
- Access
- Public
- Created
- Aug 28, 2024
- Updated
- Aug 28, 2024
- SHA
- ea76f2a4
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. -->
big_cc_run-FineLlama-3.1-8B
This model is a fine-tuned version of unsloth/Meta-Llama-3.1-8B-bnb-4bit on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.7310
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: 16
- 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: 0.05
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6386 | 0.6010 | 2000 | 1.6279 |
| 1.4331 | 1.2019 | 4000 | 1.6245 |
| 1.4318 | 1.8029 | 6000 | 1.6134 |
| 1.1633 | 2.4038 | 8000 | 1.7310 |
Framework versions
- PEFT 0.12.0
- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- peft
- License
- llama3.1
- Created
- Aug 28, 2024
- Updated
- Aug 28, 2024