---
license: other
license_name: qwen
language:
- th
- en
library_name: transformers
pipeline_tag: text-generation
tags:
- openthaigpt
- qwen
- llama-cpp
- gguf-my-repo
base_model: openthaigpt/openthaigpt1.5-7b-instruct
model-index:
- name: OpenThaiGPT1.5-7b
  results:
  - task:
      type: text-generation
    dataset:
      name: ThaiExam
      type: multiple_choices
    metrics:
    - type: accuracy
      value: 52.04
      name: Thai Exam(Acc)
    - type: Accuracy
      value: 54.01
      name: M3Exam(Acc)
    source:
      url: https://huggingface.co/spaces/ThaiLLM-Leaderboard/leaderboard
      name: 🇹🇭 Thai LLM Leaderboard
---

# Dev-p2om/openthaigpt1.5-7b-instruct-Q4_K_M-GGUF
This model was converted to GGUF format from [`openthaigpt/openthaigpt1.5-7b-instruct`](https://huggingface.co/openthaigpt/openthaigpt1.5-7b-instruct) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
Refer to the [original model card](https://huggingface.co/openthaigpt/openthaigpt1.5-7b-instruct) for more details on the model.

## Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)

```bash
brew install llama.cpp

```
Invoke the llama.cpp server or the CLI.

### CLI:
```bash
llama-cli --hf-repo Dev-p2om/openthaigpt1.5-7b-instruct-Q4_K_M-GGUF --hf-file openthaigpt1.5-7b-instruct-q4_k_m.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo Dev-p2om/openthaigpt1.5-7b-instruct-Q4_K_M-GGUF --hf-file openthaigpt1.5-7b-instruct-q4_k_m.gguf -c 2048
```

Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.
```
git clone https://github.com/ggerganov/llama.cpp
```

Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
```
cd llama.cpp && LLAMA_CURL=1 make
```

Step 3: Run inference through the main binary.
```
./llama-cli --hf-repo Dev-p2om/openthaigpt1.5-7b-instruct-Q4_K_M-GGUF --hf-file openthaigpt1.5-7b-instruct-q4_k_m.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo Dev-p2om/openthaigpt1.5-7b-instruct-Q4_K_M-GGUF --hf-file openthaigpt1.5-7b-instruct-q4_k_m.gguf -c 2048
```