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trial_mistral_fine_tuned_class1-8 – AI Model by Aishwarya-r | AlphaNeural AI
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Aishwarya-r
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trial_mistral_fine_tuned_class1-8
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peft
safetensors
trl
sft
generated_from_trainer
generator
mistralai/Mistral-7B-v0.1
adapter
apache-2.0
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Trial_mistral_class1-8
This model is a fine-tuned version of
mistralai/Mistral-7B-v0.1
on the generator dataset. It achieves the following results on the evaluation set:
Loss: 0.7730
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: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
0.9419
0.9863
18
0.8789
0.8087
1.9726
36
0.8034
0.7813
2.9589
54
0.7808
0.7764
4.0
73
0.7736
0.7691
4.9315
90
0.7730
Framework versions
PEFT 0.12.0
Transformers 4.43.0.dev0
Pytorch 2.3.1+cu118
Datasets 2.20.0
Tokenizers 0.19.1
