Safe SPIN
Collection
This collection contains safetyQA dataset for safe SPIN training and trained models
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7 items
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Updated
iter1_safe
This model is a fine-tuned version of AmberYifan/safe-spin-iter0 on the AmberYifan/spin_iter0, the AmberYifan/spin_iter1, the AmberYifan/safe_spin_iter0 and the AmberYifan/safe_spin_iter1 datasets.
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: 5e-07
- train_batch_size: 8
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- total_train_batch_size: 32
- total_eval_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3
Training results
Framework versions
- Transformers 4.37.0
- Pytorch 2.1.2+cu121
- Datasets 2.14.6
- Tokenizers 0.15.2
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Model tree for AmberYifan/safe-spin-iter1
Base model
mistralai/Mistral-7B-v0.1
Finetuned
alignment-handbook/zephyr-7b-sft-full
Finetuned
AmberYifan/safe-spin-iter0