expert-min-pile-instruct-0.1

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layer_13,14,15

This model is a fine-tuned version of /pfs/lustrep4/scratch/project_462000259/noah/instruct_1bil/transfer/pythia-deduped-1b-chat-base/ on the /pfs/lustrep4/scratch/project_462000259/noah/instruct_1bil/transfer/pile-instruct dataset. It achieves the following results on the evaluation set:

• Loss: 5.0430
• Accuracy: 1.0

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: 24
• eval_batch_size: 6
• seed: 42
• distributed_type: multi-GPU
• num_devices: 4
• total_train_batch_size: 96
• total_eval_batch_size: 24
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• training_steps: 12000

Training results

Framework versions

• Transformers 4.27.0
• Pytorch 1.12.1+gitcb6c422
• Datasets 2.11.0
• Tokenizers 0.13.3