opt-6.7b-sft – AI Model by pkarypis | AlphaNeural AI

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pkarypis/
opt-6.7b-sft

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text-generation

generated_from_trainer

facebook/opt-6.7b

autotrain_compatible

text-generation-inference

endpoints_compatible

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opt-6.7b-sft

This model is a fine-tuned version of facebook/opt-6.7b on the generator dataset. It achieves the following results on the evaluation set:

Loss: 1.2324

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: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
distributed_type: multi-GPU
num_devices: 32
total_train_batch_size: 512
total_eval_batch_size: 512
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 1.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.8817	1.0	253	1.2324

Framework versions

Transformers 4.36.2
Pytorch 2.0.1+cu117
Datasets 2.14.5
Tokenizers 0.15.0