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Meta-Llama-3-8B_oasst1_l0.0002_64
alexander-hm/Meta-Llama-3-8B_oasst1_l0.0002_64
Meta-Llama-3-8B_oasst1_l0.0002_64 is a machine learning model from alexander-hm. 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
- Access
- Public
- Created
- Aug 28, 2024
- Updated
- Aug 29, 2024
- SHA
- 59310370
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. -->
Meta-Llama-3-8B_oasst1_l0.0002_64
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.5290
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: 1
- eval_batch_size: 1
- seed: 0
- gradient_accumulation_steps: 16
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 0.03
- training_steps: 0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.4832 | 0.0018 | 1 | 1.6815 |
| 1.6127 | 0.3392 | 187 | 1.3275 |
| 1.0963 | 0.6783 | 374 | 1.3209 |
| 1.4073 | 1.0175 | 561 | 1.3238 |
| 1.1577 | 1.3566 | 748 | 1.3560 |
| 1.1818 | 1.6958 | 935 | 1.3388 |
| 0.8171 | 2.0349 | 1122 | 1.3755 |
| 1.0456 | 2.3741 | 1309 | 1.4198 |
| 0.777 | 2.7132 | 1496 | 1.4963 |
Framework versions
- PEFT 0.12.1.dev0
- Transformers 4.45.0.dev0
- Pytorch 2.3.0+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Library
- peft
- License
- llama3
- Created
- Aug 28, 2024
- Updated
- Aug 29, 2024