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README.md

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 ---
-license: apache-2.0
+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.
 ---
+
+<!-- header start -->
+<!-- 200823 -->
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+<hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
+<!-- header end -->
+
+# 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*