--- license: apache-2.0 language: - th library_name: transformers pipeline_tag: text-generation tags: - pretrained --- # Typhoon-7B: Thai Large Language Model **Typhoon-7B** is a *pretrained* Thai 🇹🇭 large language model with 7 billion parameters, and it is based on Mistral-7B. **Typhoon-7B** outperforms all open-source Thai language models at the time of writing as evaluated on Thai examination benchmarks, and its instruction-tuned variant achieves the best results in instruction-following tasks. Also, its performance in Thai is on par with GPT-3.5 while being 2.62 times more efficient in tokenizing Thai text.
Typhoon benchmark
For full details of this model, please read our [paper]() and [release blog post](). ## Model Description - **Model type**: A 7B pretrained decoder-only model - **Requirement**: transformers 4.34.0 or newer. - **Primary Language(s)**: Thai 🇹🇭 and English 🇬🇧 - **License**: Apache-2.0 (Commercial) ## Performance on Thai Benchmark | **Model** | **ONET** | **IC** | **TGAT** | **TPAT-1** | **A-Level** | |---------------------|----------|--------|----------|------------|-------------| | Typhoon-7B | 0.379 | 0.393 | 0.700 | 0.414 | 0.324 | | SeaLLM-7B | 0.342 | 0.256 | 0.589 | 0.336 | 0.305 | | OpenThaiGPT-beta-7B | 0.180 | 0.278 | 0.411 | 0.319 | 0.243 | | WangChanGLM | 0.192 | 0.271 | 0.167 | 0.172 | 0.175 | | SEA-LION-7B | 0.179 | 0.290 | 0.244 | 0.198 | 0.175 | | Avg. Human | 0.318 | - | 0.472 | 0.406 | - | ## Intended Uses & Limitations This model is a pretrained base model. Thus, it may not be able to follow human instructions without using one/few-shot learning or instruction fine-tuning. The model does not have any moderation mechanisms, and may generate harmful or inappropriate responses. ## SCB10X AI Team - Kunat Pipatanakul, Phatrasek Jirabovonvisut, Potsawee Manakul, Sittipong Sripaisarnmongkol, Ruangsak Patomwong, Pathomporn Chokchainant, Kasima Tharnpipitchai - Corresponding Author: kasima@scb10x.com - If you find Typhoon-7B useful for your work, please cite it using: ``` ```