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ThaiLLM-8B

Continued-pretrained Qwen3-8B base model for Thai, trained on 63B tokens.

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About

ThaiLLM-8B is an 8-billion-parameter base model from the ThaiLLM project, a continued pretraining of Qwen3-8-Base on a diverse corpus of approximately 63 billion tokens: 24B English (Fineweb2-ENG), 31.5B Thai (Fineweb2-TH), and 8B curated Thai data spanning research articles, news, law, business, and medical text.

The model card is explicit that this is a base model requiring instruction fine-tuning before use as an assistant, and several downstream instruction models have been built on it, including Typhoon, THaLLE, OpenThaiGPT, and Pathumma by NECTEC. Token counts are calculated with the Qwen3 tokenizer. Verify the exact license on the model card before use.

Specs

Context window

Pricing

Free quota

API access

Weights

Open weights

Released

January 1, 2026

Benchmarks

Provider-reported unless a source says otherwise. Benchmarks are marketing-adjacent by nature — treat them as directional.

Use cases

thai-nlpbase-modelfine-tuningsoutheast-asiamultilingual

Trust score — 7/10

/10 trustMetrics-checked

Scored 7/10 (metrics tier, metrics-v1). Evidence: Verified via vendor site/docs/GitHub and reputable coverage, wave 103; Trending score 70/100 from researcher assessment.

Sources