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DeKodez/
memoji-mistral-7b-qlora

Name: memoji-mistral-7b-qlora
Availability: InStock

mistralai/Mistral-7B-Instruct-v0.3

apache-2.0

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memoji-mistral-7b-qlora

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.3 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.5059
Accuracy: 0.2603
Macro F1: 0.0675
Mcc: 0.1314

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: 0.0002
train_batch_size: 16
eval_batch_size: 32
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Macro F1	Mcc
2.48	1.0	6250	2.4840	0.2615	0.0681	0.1280

Framework versions

PEFT 0.18.0
Transformers 4.57.1
Pytorch 2.9.0+cu126
Datasets 4.0.0
Tokenizers 0.22.1

DeKodez/memoji-mistral-7b-qlora

memoji-mistral-7b-qlora

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

DeKodez/
memoji-mistral-7b-qlora