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revision:1from transformers import AutoModelForCausalLM, AutoTokenizer
2
3repo = "ljvmiranda921/Polyglot-SFT-Multilingual"
4branch = "Polyglot-OLMo3-7B-SFT-ar" # pick any branch below
5model = AutoModelForCausalLM.from_pretrained(repo, revision=branch)
6tokenizer = AutoTokenizer.from_pretrained(repo, revision=branch)| Branch | Description |
|---|---|
Polyglot-Gemma3-4B-SFT-ar | Gemma-3 4B SFT — Arabic |
Polyglot-Gemma3-4B-SFT-de | Gemma-3 4B SFT — German |
Polyglot-Gemma3-4B-SFT-id | Gemma-3 4B SFT — Indonesian |
Polyglot-Gemma3-4B-SFT-tl | Gemma-3 4B SFT — Tagalog |
Polyglot-OLMo3-7B-SFT-ar | OLMo-3 7B SFT — Arabic |
Polyglot-OLMo3-7B-SFT-cs | OLMo-3 7B SFT — Czech |
Polyglot-OLMo3-7B-SFT-de | OLMo-3 7B SFT — German |
Polyglot-OLMo3-7B-SFT-es | OLMo-3 7B SFT — Spanish |
Polyglot-OLMo3-7B-SFT-id | OLMo-3 7B SFT — Indonesian |
Polyglot-OLMo3-7B-SFT-ja | OLMo-3 7B SFT — Japanese |
Polyglot-OLMo3-7B-SFT-* (base allenai/Olmo-3-1025-7B) — Apache-2.0Polyglot-Gemma3-4B-SFT-* (base google/gemma-3-4b-pt) — Gemma license1@misc{miranda2026polyglotteachersevaluatinglanguage,
2 title={Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation},
3 author={Lester James V. Miranda and Ivan Vulić and Anna Korhonen},
4 year={2026},
5 eprint={2604.11290},
6 archivePrefix={arXiv},
7 primaryClass={cs.CL},
8 url={https://arxiv.org/abs/2604.11290},
9}