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Mistral-7B-Instruct-v0.2-FaVe-rank16-2epochs – AI Model by Ferdi | AlphaNeural AI
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Ferdi
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Mistral-7B-Instruct-v0.2-FaVe-rank16-2epochs
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peft
safetensors
trl
sft
generated_from_trainer
mistralai/Mistral-7B-Instruct-v0.2
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apache-2.0
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Mistral-7B-Instruct-v0.2-FaVe-rank16-2epochs
This model is a fine-tuned version of
mistralai/Mistral-7B-Instruct-v0.2
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.4829
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: 0.0005
train_batch_size: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 10
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
No log
0.2685
10
1.3691
1.7247
0.5369
20
0.7032
1.7247
0.8054
30
0.6057
0.591
1.0738
40
0.5223
0.591
1.3423
50
0.4983
0.4261
1.6107
60
0.4756
0.4261
1.8792
70
0.4829
Framework versions
PEFT 0.10.0
Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1
