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xummer/
mistral-7b-belebele-lora-kat-geor

Name: mistral-7b-belebele-lora-kat-geor
Availability: InStock

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

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belebele_kat_Geor

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

Loss: 0.2901
Accuracy: 0.9239
Mcq Accuracy: 0.3837

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
0.1251	1.0811	40	0.2786	0.9068	0.1628
0.1148	2.1622	80	0.2836	0.9103	0.2093
0.0658	3.2432	120	0.2940	0.9163	0.2558
0.0300	4.3243	160	0.2847	0.9208	0.3372

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-kat-geor

belebele_kat_Geor

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

xummer/
mistral-7b-belebele-lora-kat-geor