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JuanjoLopez19/
Mistral-7B-Instruct-v0.2-finetune-SWE_70_30

Name: Mistral-7B-Instruct-v0.2-finetune-SWE_70_30
Availability: InStock

peft

safetensors

generated_from_trainer

mistralai/Mistral-7B-Instruct-v0.2

adapter

apache-2.0

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Mistral-7B-Instruct-v0.2-finetune-SWE_70_30

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.1810

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: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.0462	1.0	1437	0.9927
0.8371	2.0	2874	0.9814
0.4527	3.0	4311	1.0285
0.4723	4.0	5748	1.1818
0.3111	5.0	7185	1.1810

Framework versions

PEFT 0.10.0
Transformers 4.40.1
Pytorch 2.3.0+cu121
Datasets 2.19.0
Tokenizers 0.19.1

JuanjoLopez19/Mistral-7B-Instruct-v0.2-finetune-SWE_70_30

Mistral-7B-Instruct-v0.2-finetune-SWE_70_30

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

JuanjoLopez19/
Mistral-7B-Instruct-v0.2-finetune-SWE_70_30