---
base_model: SeaLLMs/SeaLLMs-Audio-7B
license: other
license_name: seallms
license_link: LICENSE
model_creator: SeaLLMs
model_name: SeaLLMs-Audio-7B
quantized_by: Second State Inc.
language:
- en
- zh
- id
- vi
- th
pipeline_tag: audio-text-to-text
tags:
- seallms-audio
- speech
- audio
- SEA
---

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<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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# SeaLLMs-Audio-7B-GGUF

## Original Model

[SeaLLMs/SeaLLMs-Audio-7B](https://huggingface.co/SeaLLMs/SeaLLMs-Audio-7B)

## Run with LlamaEdge

- LlamaEdge version: coming soon

<!-- - LlamaEdge version: [v0.11.2](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.11.2)

- Prompt template

  - Prompt type: `chatml`

  - Prompt string

    ```text
    <|im_start|>system
    {system_message}<|im_end|>
    <|im_start|>user
    {prompt}<|im_end|>
    <|im_start|>assistant
    ```

- Context size: `128000`

- Run as LlamaEdge service

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:SeaLLMs-Audio-7B-Q5_K_M.gguf \
    llama-api-server.wasm \
    --model-name SeaLLMs-Audio-7B \
    --prompt-template chatml \
    --ctx-size 128000
  ```

- Run as LlamaEdge command app

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:SeaLLMs-Audio-7B-Q5_K_M.gguf \
    llama-chat.wasm \
    --prompt-template chatml \
    --ctx-size 128000
  ``` -->

## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [SeaLLMs-Audio-7B-Q2_K.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q2_K.gguf)     | Q2_K   | 2 | 3.03 GB| smallest, significant quality loss - not recommended for most purposes |
| [SeaLLMs-Audio-7B-Q3_K_L.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q3_K_L.gguf) | Q3_K_L | 3 | 4.11 GB| small, substantial quality loss |
| [SeaLLMs-Audio-7B-Q3_K_M.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q3_K_M.gguf) | Q3_K_M | 3 | 3.83 GB| very small, high quality loss |
| [SeaLLMs-Audio-7B-Q3_K_S.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q3_K_S.gguf) | Q3_K_S | 3 | 3.51 GB| very small, high quality loss |
| [SeaLLMs-Audio-7B-Q4_0.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q4_0.gguf)     | Q4_0   | 4 | 4.45 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [SeaLLMs-Audio-7B-Q4_K_M.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q4_K_M.gguf) | Q4_K_M | 4 | 4.70 GB| medium, balanced quality - recommended |
| [SeaLLMs-Audio-7B-Q4_K_S.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q4_K_S.gguf) | Q4_K_S | 4 | 4.48 GB| small, greater quality loss |
| [SeaLLMs-Audio-7B-Q5_0.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q5_0.gguf)     | Q5_0   | 5 | 5.34 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [SeaLLMs-Audio-7B-Q5_K_M.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q5_K_M.gguf) | Q5_K_M | 5 | 5.47 GB| large, very low quality loss - recommended |
| [SeaLLMs-Audio-7B-Q5_K_S.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q5_K_S.gguf) | Q5_K_S | 5 | 5.34 GB| large, low quality loss - recommended |
| [SeaLLMs-Audio-7B-Q6_K.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q6_K.gguf)     | Q6_K   | 6 | 6.28 GB| very large, extremely low quality loss |
| [SeaLLMs-Audio-7B-Q8_0.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-Q8_0.gguf)     | Q8_0   | 8 | 8.13 GB| very large, extremely low quality loss - not recommended |
| [SeaLLMs-Audio-7B-f16.gguf](https://huggingface.co/second-state/SeaLLMs-Audio-7B-GGUF/blob/main/SeaLLMs-Audio-7B-f16.gguf)       | f16    | 16 | 15.3 GB| |

*Quantized with llama.cpp b5501*