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falcon-11b-20-news-group – AI Model by bakanaims | AlphaNeural AI
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bakanaims
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falcon-11b-20-news-group
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peft
safetensors
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tiiuae/falcon-11B
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Model card
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news_classification
This model is a fine-tuned version of
tiiuae/falcon-11B
on the None dataset. It achieves the following results on the evaluation set:
Loss: 1.5745
Balanced Accuracy: 0.2502
Accuracy: 0.255
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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Balanced Accuracy
Accuracy
1.9368
1.0
25
1.7709
0.2244
0.24
1.4906
2.0
50
1.6275
0.2489
0.26
1.2288
3.0
75
1.5745
0.2502
0.255
Framework versions
PEFT 0.11.1
Transformers 4.40.2
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1
