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hh-lmgym-demo-lora – AI Model by AlekseyKorshuk | AlphaNeural AI
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AlekseyKorshuk
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hh-lmgym-demo-lora
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pytorch
generated_from_trainer
apache-2.0
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hh-lmgym-demo-lora
This model is a fine-tuned version of
EleutherAI/gpt-j-6b
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.6836
Accuracy: 0.0896
Entropy: 1.6709
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: 1e-05
train_batch_size: 2
eval_batch_size: 8
seed: 99
distributed_type: multi-GPU
gradient_accumulation_steps: 16
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 2.0
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
Entropy
1.6617
1.0
3466
1.6855
0.0896
1.6784
1.66
2.0
6932
1.6836
0.0896
1.6709
Framework versions
Transformers 4.28.1
Pytorch 2.0.0-rc1
Datasets 2.7.1
Tokenizers 0.13.3
