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finetuning-sentiment-model-3000-samples-with-label-id – AI Model by Praveena21 | AlphaNeural AI
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Praveena21
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finetuning-sentiment-model-3000-samples-with-label-id
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peft
tensorboard
safetensors
generated_from_trainer
meta-llama/Llama-3.1-8B-Instruct
adapter
llama3.1
us
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finetuning-sentiment-model-3000-samples-with-label-id
This model is a fine-tuned version of
meta-llama/Llama-3.1-8B-Instruct
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: nan
Accuracy: 0.5
F1: 0.0
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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 16
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
No log
1.0
188
nan
0.5
0.0
No log
1.992
374
nan
0.5
0.0
Framework versions
PEFT 0.14.0
Transformers 4.48.2
Pytorch 2.5.1+cu124
Tokenizers 0.21.0
