mistral-magyar-portas-lora

ikerion/mistral-magyar-portas-lora

mistral-magyar-portas-lora is a machine learning model from ikerion. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Jun 14, 2025
Updated: Jun 15, 2025
SHA: ca50ffd5

Base models

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

Model card

From the Hugging Face model README

mistral-magyar-portas-lora

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: 0.0117

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: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 100
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
0.0323	0.3918	500	0.0634
0.0123	0.7837	1000	0.0131
0.0094	1.1755	1500	0.0121
0.0093	1.5674	2000	0.0120
0.0088	1.9592	2500	0.0111
0.0065	2.3511	3000	0.0119
0.0064	2.7429	3500	0.0117

Framework versions

PEFT 0.7.1
Transformers 4.40.2
Pytorch 2.1.1+cu121
Datasets 2.16.1
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Jun 14, 2025
Updated: Jun 15, 2025