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language_modelling_hw6 – AI Model by TobennaUdeze | AlphaNeural AI
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language_modelling_hw6
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transformers
tensorboard
safetensors
llama
text-generation
generated_from_trainer
eli5_category
TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
finetune
apache-2.0
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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language_modelling_hw6
This model is a fine-tuned version of
TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
on the eli5_category dataset. It achieves the following results on the evaluation set:
Loss: 3.4546
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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Use OptimizerNames.ADAFACTOR and the args are: No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3.0
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
2.7943
1.0
1478
2.8326
1.8512
2.0
2956
2.9927
1.007
2.9983
4431
3.4546
Framework versions
Transformers 4.51.1
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1
