You can deploy this model and start earning money today!

xummer/
mistral-7b-belebele-lora-hin-deva

Name: mistral-7b-belebele-lora-hin-deva
Availability: InStock

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

other

Views

No views yet

belebele_hin_Deva

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

Loss: 0.1654
Accuracy: 0.9618
Mcq Accuracy: 0.3614

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: 16
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_steps: 0.1
num_epochs: 5.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Mcq Accuracy
0.1895	1.0811	40	0.1177	0.9559	0.2530
0.0503	2.1622	80	0.1357	0.9576	0.3012
0.0287	3.2432	120	0.1567	0.9586	0.3373
0.0129	4.3243	160	0.1613	0.9648	0.4096

Framework versions

PEFT 0.18.1
Transformers 5.2.0
Pytorch 2.10.0+cu128
Datasets 4.0.0
Tokenizers 0.22.2

xummer/mistral-7b-belebele-lora-hin-deva

belebele_hin_Deva

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

xummer/
mistral-7b-belebele-lora-hin-deva