Project AURIONAI Use-Cases Research & Innovation
Public Sector

Indonesian NLU (Classification, NER)

BERT encoders for Indonesian.

embedding
4named models
116candidates
0deployments
0in Indonesia

Named Models

IndoBERT baseIndoNLPReleased2020Runs onnot in the notesClassembeddingIndoBERT base encoder for Indonesian classification and NER.Commercial use: allowed; Jakarta hosting: unknown; Indonesian support: listed by developerIndoBERT largeIndoNLPReleased2020Runs onnot in the notesClassembeddingIndoBERT large encoder.Commercial use: allowed; Jakarta hosting: unknown; Indonesian support: listed by developerIndoBERT liteIndoNLPReleased2020Runs onnot in the notesClassembeddingIndoBERT lite encoder.Commercial use: allowed; Jakarta hosting: unknown; Indonesian support: listed by developerFlax Community (Hugging Face community event)Indonesian RoBERTa baseFlax Community (Hugging Face community event)Releasednot in the notesRuns onnot in the notesClasslanguage encoderRoBERTa base masked language model trained on Indonesian text, a starting point for Indonesian classification and tagging.Commercial use: allowed; Jakarta hosting: unknown; Indonesian support: listed by developer
Where this comes from
Models the research names for this use case. Research, with sources on each model record.

Who Runs It

No deployment is recorded for this use case.

Where this comes from
Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

MMTEB

A general benchmark for this model class, not a test on this use case. score. Higher is better.

NVIDIANemotron-3-Embed-8BNVIDIA vendor-reported75.45Jina AIjina-embeddings-v5-text-smallJina AI vendor-reported67.7
050100
GoogleEmbeddingGemma 2Google, embeddingReleasedOct 2026open weightshas scoreslast 18 monthsNVIDIANemotron-3-Embed-8BNVIDIA, embeddingReleasedJul 2026open weightshas scoreslast 18 monthsMicrosoft AIharrier-oss-v1-0.6bMicrosoft AI, embeddingReleasedMar 2026open weightsIndonesian statedlast 18 monthsJina AIjina-embeddings-v5-text-smallJina AI, embeddingReleasedFeb 2026open weightshas scoreslast 18 monthsAlibaba (Qwen)Qwen3-Embedding-8BAlibaba (Qwen), embeddingReleasedJun 2025open weightshas scoreslast 18 monthsLiquid AILFM2.5-Encoder 230MLiquid AI, embeddingReleasedOct 2026open weightslast 18 monthsLiquid AILFM2.5-Encoder 350MLiquid AI, embeddingReleasedOct 2026open weightslast 18 monthsAI SingaporeSEA-LION ModernBERT 300MAI Singapore, embeddingReleasedOct 2026Indonesian statedlast 18 monthsAI SingaporeSEA-LION ModernBERT 600MAI Singapore, embeddingReleasedOct 2026Indonesian statedlast 18 monthsAI SingaporeSEA-LION-E5-Embedding-600MAI Singapore, embeddingReleasedOct 2026Indonesian statedlast 18 months

Showing 10 of 116. All models of this class

Where this comes from
Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.

Sources

  1. indobenchmark/indobert-base-p1 , Hugging Face huggingface.co https://huggingface.co/indobenchmark/indobert-base-p1
  2. arxiv.org/pdf/2009.05387 https://arxiv.org/pdf/2009.05387

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Indonesian NLU (Classification, NER)", https://aurion.semai.id/usecases/pub-indonesian-nlu/, records of October 2026.