| | --- |
| | base_model: Qwen/Qwen2.5-Coder-32B-Instruct |
| | license: apache-2.0 |
| | license_link: https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct/blob/main/LICENSE |
| | model_creator: Qwen |
| | model_name: Qwen2.5-Coder-32B-Instruct |
| | quantized_by: Second State Inc. |
| | language: |
| | - en |
| | pipeline_tag: text-generation |
| | library_name: transformers |
| | tags: |
| | - code |
| | - codeqwen |
| | - chat |
| | - qwen |
| | - qwen-coder |
| | --- |
| | |
| | <!-- 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 --> |
| |
|
| | # Qwen2.5-Coder-32B-Instruct-GGUF |
| |
|
| | ## Original Model |
| |
|
| | [Qwen/Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct) |
| |
|
| | ## Run with LlamaEdge |
| |
|
| | - LlamaEdge version: [v0.14.14](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.14.14) or above |
| |
|
| | - 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:Qwen2.5-Coder-32B-Instruct-Q5_K_M.gguf \ |
| | llama-api-server.wasm \ |
| | --model-name Qwen2.5-Coder-32B-Instruct \ |
| | --prompt-template chatml \ |
| | --ctx-size 128000 |
| | ``` |
| |
|
| | - Run as LlamaEdge command app |
| |
|
| | ```bash |
| | wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen2.5-Coder-32B-Instruct-Q5_K_M.gguf \ |
| | llama-chat.wasm \ |
| | --prompt-template chatml \ |
| | --ctx-size 128000 |
| | ``` |
| |
|
| | ## Quantized GGUF Models |
| |
|
| | | Name | Quant method | Bits | Size | Use case | |
| | | ---- | ---- | ---- | ---- | ----- | |
| | | [Qwen2.5-Coder-32B-Instruct-Q2_K.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q2_K.gguf) | Q2_K | 2 | 12.3 GB| smallest, significant quality loss - not recommended for most purposes | |
| | | [Qwen2.5-Coder-32B-Instruct-Q3_K_L.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 17.2 GB| small, substantial quality loss | |
| | | [Qwen2.5-Coder-32B-Instruct-Q3_K_M.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 15.9 GB| very small, high quality loss | |
| | | [Qwen2.5-Coder-32B-Instruct-Q3_K_S.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 14.4 GB| very small, high quality loss | |
| | | [Qwen2.5-Coder-32B-Instruct-Q4_0.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q4_0.gguf) | Q4_0 | 4 | 18.6 GB| legacy; small, very high quality loss - prefer using Q3_K_M | |
| | | [Qwen2.5-Coder-32B-Instruct-Q4_K_M.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 19.9 GB| medium, balanced quality - recommended | |
| | | [Qwen2.5-Coder-32B-Instruct-Q4_K_S.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 18.8 GB| small, greater quality loss | |
| | | [Qwen2.5-Coder-32B-Instruct-Q5_0.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q5_0.gguf) | Q5_0 | 5 | 22.6 GB| legacy; medium, balanced quality - prefer using Q4_K_M | |
| | | [Qwen2.5-Coder-32B-Instruct-Q5_K_M.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 23.3 GB| large, very low quality loss - recommended | |
| | | [Qwen2.5-Coder-32B-Instruct-Q5_K_S.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 22.6 GB| large, low quality loss - recommended | |
| | | [Qwen2.5-Coder-32B-Instruct-Q6_K.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q6_K.gguf) | Q6_K | 6 | 26.9 GB| very large, extremely low quality loss | |
| | | [Qwen2.5-Coder-32B-Instruct-Q8_0.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-Q8_0.gguf) | Q8_0 | 8 | 34.8 GB| very large, extremely low quality loss - not recommended | |
| | | [Qwen2.5-Coder-32B-Instruct-f16-00001-of-00003.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-f16-00001-of-00003.gguf) | f16 | 16 | 29.8 GB| | |
| | | [Qwen2.5-Coder-32B-Instruct-f16-00002-of-00003.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-f16-00002-of-00003.gguf) | f16 | 16 | 29.8 GB| | |
| | | [Qwen2.5-Coder-32B-Instruct-f16-00003-of-00003.gguf](https://huggingface.co/second-state/Qwen2.5-Coder-32B-Instruct-GGUF/blob/main/Qwen2.5-Coder-32B-Instruct-f16-00003-of-00003.gguf) | f16 | 16 | 5.87 GB| | |
| | |
| | *Quantized with llama.cpp b4033* |
