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Instruments-8bit-7B-4Epoch
WangXFng/Instruments-8bit-7B-4Epoch
Instruments-8bit-7B-4Epoch is a machine learning model from WangXFng. 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 llama2.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama2
- Model type
- llama
- Access
- Public
- Created
- Oct 12, 2024
- Updated
- Oct 28, 2024
- SHA
- 535066c8
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. -->
Instruments-8bit-7B-4Epoch
This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on an unknown dataset.
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
Framework versions
- PEFT 0.13.0
- Transformers 4.45.2
- Pytorch 2.4.0
- Tokenizers 0.20.0
- Library
- peft
- Type
- llama
- License
- llama2
- Created
- Oct 12, 2024
- Updated
- Oct 28, 2024