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sft_v4_reverse_lora_8bit_v1
huiwonLee/sft_v4_reverse_lora_8bit_v1
sft_v4_reverse_lora_8bit_v1 is a machine learning model from huiwonLee. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Apr 8, 2024
- Updated
- Apr 11, 2024
- SHA
- 6dcc84f7
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. -->
sft_v4_reverse_v1
Model description
This model is a fine-tuned version of davidkim205/nox-solar-10.7b-v4 on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 1.5200
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6475 | 1.0 | 769 | 1.5200 |
Framework versions
- PEFT 0.5.0
- Transformers 4.39.3
- Pytorch 2.1.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- peft
- Type
- llama
- License
- apache-2.0
- Created
- Apr 8, 2024
- Updated
- Apr 11, 2024