---
language:
- en
- zh
- id
- th
- vi
- ms
- lo
datasets:
- cerebras/SlimPajama-627B
- Skywork/SkyPile-150B
- allenai/MADLAD-400
- cc100
tags:
- multilingual
- sea
- sailor
- llama-cpp
- gguf-my-repo
license: apache-2.0
base_model: sail/Sailor-7B
model-index:
- name: Sailor-7B
  results:
  - task:
      type: text-generation
    dataset:
      name: XQuAD-Thai
      type: XQuAD-Thai
    metrics:
    - type: EM (3-Shot)
      value: 57.88
      name: EM (3-Shot)
    - type: F1 (3-Shot)
      value: 71.06
      name: F1 (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: TyDiQA-Indonesian
      type: TyDiQA-Indonesian
    metrics:
    - type: EM (3-Shot)
      value: 60.53
      name: EM (3-Shot)
    - type: F1 (3-Shot)
      value: 75.42
      name: F1 (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: XQuAD-Vietnamese
      type: XQuAD-Vietnamese
    metrics:
    - type: EM (3-Shot)
      value: 53.81
      name: EM (3-Shot)
    - type: F1 (3-Shot)
      value: 74.62
      name: F1 (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: XCOPA-Thai
      type: XCOPA-Thai
    metrics:
    - type: EM (3-Shot)
      value: 59.0
      name: EM (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: XCOPA-Indonesian
      type: XCOPA-Indonesian
    metrics:
    - type: EM (3-Shot)
      value: 72.2
      name: EM (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: XCOPA-Vietnamese
      type: XCOPA-Vietnamese
    metrics:
    - type: EM (3-Shot)
      value: 72.2
      name: EM (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: M3Exam-Thai
      type: M3Exam-Thai
    metrics:
    - type: EM (3-Shot)
      value: 30.0
      name: EM (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: M3Exam-Indonesian
      type: M3Exam-Indonesian
    metrics:
    - type: EM (3-Shot)
      value: 32.88
      name: EM (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: M3Exam-Vietnamese
      type: M3Exam-Vietnamese
    metrics:
    - type: EM (3-Shot)
      value: 44.1
      name: EM (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: BELEBELE-Thai
      type: BELEBELE-Thai
    metrics:
    - type: EM (3-Shot)
      value: 41.56
      name: EM (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: BELEBELE-Indonesian
      type: BELEBELE-Indonesian
    metrics:
    - type: EM (3-Shot)
      value: 44.33
      name: EM (3-Shot)
  - task:
      type: text-generation
    dataset:
      name: BELEBELE-Vietnamese
      type: BELEBELE-Vietnamese
    metrics:
    - type: EM (3-Shot)
      value: 45.33
      name: EM (3-Shot)
---

# AIronMind/Sailor-7B-Q4_K_M-GGUF
This model was converted to GGUF format from [`sail/Sailor-7B`](https://huggingface.co/sail/Sailor-7B) 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/sail/Sailor-7B) 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 AIronMind/Sailor-7B-Q4_K_M-GGUF --hf-file sailor-7b-q4_k_m.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo AIronMind/Sailor-7B-Q4_K_M-GGUF --hf-file sailor-7b-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 AIronMind/Sailor-7B-Q4_K_M-GGUF --hf-file sailor-7b-q4_k_m.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo AIronMind/Sailor-7B-Q4_K_M-GGUF --hf-file sailor-7b-q4_k_m.gguf -c 2048
```