AI & ML interests
GRINDA AI (Daejeon, Korea) builds AI agents for global B2B sales (Rinda) and everyday work (Ara). Open research: multilingual LLMs for low-resource Asian languages, FingU embeddings, finance-domain LLMs. Models & datasets: huggingface.co/FINGU-AI
Recent Activity
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 路 GitHub 路 LinkedIn