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opt-2.7b-realtime-chat-v2 – AI Model by AbrahamSanders | AlphaNeural AI
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AbrahamSanders
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opt-2.7b-realtime-chat-v2
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transformers
pytorch
tensorboard
opt
text-generation
generated_from_trainer
other
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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opt-2.7b-realtime-chat-v2
This model is a fine-tuned version of
facebook/opt-2.7b
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 2.0888
Accuracy: 0.6870
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: 3e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 128
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
2.0974
0.5
51
2.1267
0.6826
2.0842
1.0
102
2.0968
0.6859
1.9624
1.49
153
2.0936
0.6863
1.9476
1.99
204
2.0888
0.6870
1.888
2.49
255
2.0993
0.6864
1.8687
2.99
306
2.0994
0.6865
Framework versions
Transformers 4.28.1
Pytorch 2.0.1+cu118
Datasets 2.7.1
Tokenizers 0.12.1
