GRINDA AI
Applied AI research from Korea, shipped into real products. GRINDA AI builds AI agents for global B2B. Rinda finds overseas buyers and writes outreach in their own language; Ara is an AI employee that works inside your team's messenger. The models behind them start here.
Our open models and datasets are published under FINGU-AI: 100+ models and 30+ datasets.
Research areas
| Area | What we release | Browse |
|---|---|---|
| Low-resource multilingual translation | Qwen2.5 7B / 32B translation LLMs for Korean and Uzbek, Nepali, Khmer, Burmese, Mongolian, Sinhala, Tagalog, Thai, Vietnamese and more, plus scored evaluation sets | Collection |
| Embeddings & retrieval | FingU sentence-embedding models (gte-Qwen2, stella and mpnet bases) evaluated on MTEB, with retrieval, reranking and STS data | Collection |
| Finance-domain LLMs | English / Korean / Japanese finance chat models and translated finance corpora | Collection |
| Model merging | SLERP and linear merges at 14B-32B for reasoning and multi-turn chat | Collection |
Start with these
- QWEN2.5-32B-2600s: Qwen2.5-32B fine-tuned for translation across 16 languages (FP8)
- FingUEm_V3: 1.5B embedding model with full MTEB results in the card
- Chocolatine-Fusion-14B: our most-liked merge
- FinguAI-Chat-v1: finance chat model for English, Korean and Japanese
Licenses vary by model; check each model card.
About us
- Founded in 2023 in Daejeon, South Korea; selected for Korea's TIPS deep-tech startup program
- Exhibited at CES 2024; building AI with finance, government and global partners
- Products: Rinda (AI sales agent), Ara (AI employee), AI document OCR
Work with us
Working on multilingual or low-resource-language AI, retrieval, or agents for real business workflows? We welcome research collaborations, data partnerships and feedback on our models.
- Questions about a model: open a discussion on its page
- Partnerships: grinda.ai/en/contact
- Website · GitHub · LinkedIn