---
base_model: ByteDance-Seed/Seed-Coder-8B-Reasoning
license: mit
model_creator: ByteDance-Seed
model_name: Seed-Coder-8B-Reasoning
quantized_by: Second State Inc.
---

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# Seed-Coder-8B-Reasoning-GGUF

## Original Model

[ByteDance-Seed/Seed-Coder-8B-Reasoning](https://huggingface.co/ByteDance-Seed/Seed-Coder-8B-Reasoning)

## Run with LlamaEdge

- LlamaEdge version: coming soon

<!-- - LlamaEdge version: [v0.17.0](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.17.0) and above -->

- Prompt template

  - Prompt type: `seed-reasoning`

  - Prompt string

    ```text
    <[begin▁of▁sentence]>user
    {user_message_1}<[end▁of▁sentence]><[begin▁of▁sentence]>assistant
    {assistant_message_1}<[end▁of▁sentence]><[begin▁of▁sentence]>user
    {user_message_2}<[end▁of▁sentence]><[begin▁of▁sentence]>assistant
    ```

- Context size: `32000`

- Run as LlamaEdge service

  ```bash
  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Seed-Coder-8B-Reasoning-Q5_K_M.gguf \
    llama-api-server.wasm \
    --model-name Seed-Coder-8B-Reasoning \
    --prompt-template seed-reasoning     \
    --ctx-size 32000
  ```

## Quantized GGUF Models

| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [Seed-Coder-8B-Reasoning-Q2_K.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q2_K.gguf)     | Q2_K   | 2 | 3.30 GB| smallest, significant quality loss - not recommended for most purposes |
| [Seed-Coder-8B-Reasoning-Q3_K_L.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q3_K_L.gguf) | Q3_K_L | 3 | 4.46 GB| small, substantial quality loss |
| [Seed-Coder-8B-Reasoning-Q3_K_M.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q3_K_M.gguf) | Q3_K_M | 3 | 4.15 GB| very small, high quality loss |
| [Seed-Coder-8B-Reasoning-Q3_K_S.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q3_K_S.gguf) | Q3_K_S | 3 | 3.80 GB| very small, high quality loss |
| [Seed-Coder-8B-Reasoning-Q4_0.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q4_0.gguf)     | Q4_0   | 4 | 4.81 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [Seed-Coder-8B-Reasoning-Q4_K_M.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q4_K_M.gguf) | Q4_K_M | 4 | 5.07 GB| medium, balanced quality - recommended |
| [Seed-Coder-8B-Reasoning-Q4_K_S.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q4_K_S.gguf) | Q4_K_S | 4 | 4.84 GB| small, greater quality loss |
| [Seed-Coder-8B-Reasoning-Q5_0.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q5_0.gguf)     | Q5_0   | 5 | 5.76 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [Seed-Coder-8B-Reasoning-Q5_K_M.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q5_K_M.gguf) | Q5_K_M | 5 | 5.90 GB| large, very low quality loss - recommended |
| [Seed-Coder-8B-Reasoning-Q5_K_S.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q5_K_S.gguf) | Q5_K_S | 5 | 5.76 GB| large, low quality loss - recommended |
| [Seed-Coder-8B-Reasoning-Q6_K.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q6_K.gguf)     | Q6_K   | 6 | 6.78 GB| very large, extremely low quality loss |
| [Seed-Coder-8B-Reasoning-Q8_0.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-Q8_0.gguf)     | Q8_0   | 8 | 8.77 GB| very large, extremely low quality loss - not recommended |
| [Seed-Coder-8B-Reasoning-f16.gguf](https://huggingface.co/second-state/Seed-Coder-8B-Reasoning-GGUF/blob/main/Seed-Coder-8B-Reasoning-f16.gguf)       | f16    | 16 | 16.6 GB| |

*Quantized with llama.cpp b5341*