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llama-13b_oasst1_l0.0002_64
alexander-hm/llama-13b_oasst1_l0.0002_64
llama-13b_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 other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- other
- Access
- Public
- Created
- Sep 24, 2024
- Updated
- Sep 24, 2024
- SHA
- ced2d626
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. -->
llama-13b_oasst1_l0.0002_64
This model is a fine-tuned version of huggyllama/llama-13b on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3242
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 |
|---|---|---|---|
| 1.4264 | 0.0018 | 1 | 1.6321 |
| 1.4346 | 0.3392 | 187 | 1.2420 |
| 1.081 | 0.6783 | 374 | 1.2324 |
| 1.3295 | 1.0175 | 561 | 1.2309 |
| 1.1747 | 1.3566 | 748 | 1.2357 |
| 1.1651 | 1.6958 | 935 | 1.2310 |
| 0.8447 | 2.0349 | 1122 | 1.2523 |
| 1.009 | 2.3741 | 1309 | 1.3121 |
| 0.8776 | 2.7132 | 1496 | 1.2949 |
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
- other
- Created
- Sep 24, 2024
- Updated
- Sep 24, 2024