Modelpublic

gsjang/merged_ar_ties_Arabic_Orpo_Llama_3_8B_Instruct_v0_20250606

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face

0likes10downloads

Model Card

mergedartiesArabicOrpoLlama38BInstructv020250606

This model was created by merging multilingual language models using the TIES method.

Model Details

—Method: TIES
—Language: ar
—Base Models:
—Language Model: unknown
—Knowledge Model: unknown
—Created: 2025-06-07

Usage

python

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("NTIS/merged_ar_ties_Arabic_Orpo_Llama_3_8B_Instruct_v0_20250606")
tokenizer = AutoTokenizer.from_pretrained("NTIS/merged_ar_ties_Arabic_Orpo_Llama_3_8B_Instruct_v0_20250606")

Training Details

This model was created using model merging techniques to combine the language capabilities of specialized multilingual models with general knowledge models.

Limitations

—This model inherits limitations from its base models
—Performance may vary across different languages and tasks
—Requires evaluation for specific use cases

Citation

bibtex

@misc{merged_ar_ties_Arabic_Orpo_Llama_3_8B_Instruct_v0_20250606,
  title={Multilingual Model Merging: merged_ar_ties_Arabic_Orpo_Llama_3_8B_Instruct_v0_20250606},
  year={2025},
  url={https://huggingface.co/NTIS/merged_ar_ties_Arabic_Orpo_Llama_3_8B_Instruct_v0_20250606}
}