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llama3-sudo-sanity
QinLiuNLP/llama3-sudo-sanity
llama3-sudo-sanity is a machine learning model from QinLiuNLP. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama3
- Model type
- llama
- Access
- Public
- Created
- Aug 21, 2024
- Updated
- Aug 21, 2024
- SHA
- c4b266dc
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. -->
llama3-sudo-sanity
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on the HuggingFaceH4/ultrachat_200k dataset. It achieves the following results on the evaluation set:
- Loss: 1.1030
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: 0.0002
- train_batch_size: 8
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- total_eval_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.8735 | 0.9899 | 49 | 1.8325 |
| 1.8231 | 2.0 | 99 | 1.7239 |
| 1.7516 | 2.9899 | 148 | 1.6330 |
| 1.6586 | 4.0 | 198 | 1.5280 |
| 1.5571 | 4.9899 | 247 | 1.4166 |
| 1.4677 | 6.0 | 297 | 1.3068 |
| 1.3422 | 6.9899 | 346 | 1.2082 |
| 1.2609 | 8.0 | 396 | 1.1378 |
| 1.1647 | 8.9899 | 445 | 1.1074 |
| 1.1571 | 9.8990 | 490 | 1.1030 |
Framework versions
- PEFT 0.12.0
- Transformers 4.44.0
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- peft
- Type
- llama
- License
- llama3
- Created
- Aug 21, 2024
- Updated
- Aug 21, 2024