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openthaigpt/openthaigpt1.5-7b-instruct-GGUF overview

<div align="center" <img src="https://huggingface.co/spaces/openthaigpt/README/resolve/main/openthai logo white.png" width="160" alt="OpenThai" OpenThaiGPT 1.5…

ggufthaiopenthaillama.cpptext-generationthenarxiv:2411.07238base_model:openthaigpt/openthaigpt1.5-7b-instructbase_model:quantized:openthaigpt/openthaigpt1.5-7b-instructlicense:otherendpoints_compatibleregion:usconversational

Runs locally from ~4.36 GB disk (8 GB VRAM class GPUs with llama.cpp / guIDE).

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Pipeline
text-generation

Repository Files & Downloads

3 GGUF files detected
Direct downloads for local inference
FileTypeQuantizationSizeLink
openthaigpt1.5-7b-instruct.Q4_K_M.ggufGGUFGGUF4.36 GBDownload
openthaigpt1.5-7b-instruct.Q5_K_M.ggufGGUFGGUF5.07 GBDownload
openthaigpt1.5-7b-instruct.Q8_0.ggufGGUFGGUF7.54 GBDownload

Model Details

Model IDopenthaigpt/openthaigpt1.5-7b-instruct-GGUF
Authoropenthaigpt
Pipelinetext-generation
Licenseother
Base modelopenthaigpt/openthaigpt1.5-7b-instruct
Last modified2026-07-26T18:26:20.000Z

Model README

---

license: other

license_name: qwen

language:

  • th
  • en

base_model: openthaigpt/openthaigpt1.5-7b-instruct

pipeline_tag: text-generation

library_name: gguf

tags:

  • thai
  • openthai
  • gguf
  • llama.cpp

---

<div align="center">

<img src="https://huggingface.co/spaces/openthaigpt/README/resolve/main/openthai-logo-white.png" width="160" alt="OpenThai">

OpenThaiGPT 1.5 7B — GGUF

Official GGUF quantizations of openthaigpt/openthaigpt1.5-7b-instruct

Website · Discord · Paper

</div>

The smallest OpenThai model and the easiest place to start — a 7B Thai chat model that

runs on a laptop. Fine-tuned on over 2,000,000 Thai instruction pairs, with multi-turn

conversation, RAG and tool-calling support.

If you want reasoning, use R1 32B.

If you want Thai law, use OpenThai 2.0 Legal.

Quants

| File | Quant | Size | Notes |

|---|---|---|---|

| openthaigpt1.5-7b-instruct.Q4_K_M.gguf | Q4_K_M | ~4.7 GB | Recommended. Runs on 8 GB of RAM or a small GPU. |

| openthaigpt1.5-7b-instruct.Q5_K_M.gguf | Q5_K_M | ~5.4 GB | Better quality, still laptop-friendly. |

| openthaigpt1.5-7b-instruct.Q8_0.gguf | Q8_0 | ~8.1 GB | Near-lossless. |

Usage

Ollama

ollama run hf.co/openthaigpt/openthaigpt1.5-7b-instruct-GGUF:Q4_K_M

llama.cpp

llama-cli -m openthaigpt1.5-7b-instruct.Q4_K_M.gguf \
  -p "ช่วยสรุปข้อดีข้อเสียของรถยนต์ไฟฟ้าในบริบทประเทศไทย" -n 2048 --temp 0.7

This model uses the ChatML template (<|im_start|> / <|im_end|>), embedded in the

GGUF. Recommended sampling: temperature=0.7, top_p=0.9.

Capabilities

  • Multi-turn conversation
  • Retrieval-Augmented Generation — pair with OpenThaiRAG
  • Tool calling
  • Up to 131,072 input tokens in the full-precision model

Limitations

At 7B this is the least capable model in the family — it trades accuracy for the ability

to run anywhere. For anything where correctness matters more than convenience, use a

larger model. Not safety-tuned for open consumer deployment without your own guardrails.

Citation

@misc{yuenyong2024openthaigpt15thaicentric,
      title={OpenThaiGPT 1.5: A Thai-Centric Open Source Large Language Model},
      author={Sumeth Yuenyong and Kobkrit Viriyayudhakorn and Apivadee Piyatumrong and Jillaphat Jaroenkantasima},
      year={2024},
      eprint={2411.07238},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2411.07238}
}

---

*OpenThai (formerly OpenThaiGPT) — free, open-weight Thai large language models from AIEAT

and iApp Technology. With thanks to the community members who published unofficial GGUF

conversions before these existed.*

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