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askscience-pythia-1b-deduped – AI Model by P1ayer-1 | AlphaNeural AI
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askscience-pythia-1b-deduped
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transformers
pytorch
gpt_neox
text-generation
generated_from_trainer
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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Model card
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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-datasets/askscience dataset. It achieves the following results on the evaluation set:
Loss: 5.4570
Accuracy: 0.2797
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: 2
seed: 42
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 192
total_eval_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 6000
Training results
Framework versions
Transformers 4.27.0
Pytorch 1.12.1+gitcb6c422
Datasets 2.11.0
Tokenizers 0.13.3
