cli add about gguf param
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@@ -18,6 +18,8 @@ aha [COMMAND] [OPTIONS]
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| `--weight-path <WEIGHT_PATH>` | Local model weight path | - |
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| `--save-dir <SAVE_DIR>` | Model download save directory | ~/.aha/ |
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| `--download-retries <DOWNLOAD_RETRIES>` | Download retry count | 3 |
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| `--gguf-path <GGUF_PATH>` | Local GGUF weight | - |
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| `--mmproj-path <MMPROJ_PATH>` | Local mmproj GGUF weight | - |
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| `-h, --help` | Display help information | - |
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| `-V, --version` | Display version number | - |
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@@ -42,6 +44,8 @@ aha cli [OPTIONS] --model <MODEL>
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| `--weight-path <WEIGHT_PATH>` | Local model weight path (skip download if specified) | - |
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| `--save-dir <SAVE_DIR>` | Model download save directory | ~/.aha/ |
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| `--download-retries <DOWNLOAD_RETRIES>` | Download retry count | 3 |
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| `--gguf-path <GGUF_PATH>` | Local GGUF weight | - |
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| `--mmproj-path <MMPROJ_PATH>` | Local mmproj GGUF weight | - |
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**Examples:**
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@@ -57,6 +61,9 @@ aha cli -m qwen3vl-2b --weight-path /path/to/model
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# Backward compatible way (equivalent to cli subcommand)
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aha -m qwen3vl-2b
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# use gguf-path and mmproj-path
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aha cli -m qwen3.5-gguf --gguf-path /path/to/xxx.gguf --mmproj-path /path/to/mmproj-xxx.gguf
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```
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### run - Direct model inference
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@@ -65,7 +72,7 @@ Run model inference directly without starting an HTTP service. Suitable for one-
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**Syntax:**
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```bash
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aha run [OPTIONS] --model <MODEL> --input <INPUT> [--input <INPUT2>] --weight-path <WEIGHT_PATH>
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aha run [OPTIONS] --model <MODEL> --input <INPUT> [--input <INPUT2>] [--weight-path <WEIGHT_PATH>] [--gguf-path <GGUF_PATH>] [--mmproj-path <MMPROJ_PATH>]
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```
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**Options:**
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@@ -75,8 +82,9 @@ aha run [OPTIONS] --model <MODEL> --input <INPUT> [--input <INPUT2>] --weight-pa
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| `-m, --model <MODEL>` | Model type (required) | - |
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| `-i, --input <INPUT>` | Input text or file path (model-specific interpretation, supports 1-2 parameters: input1: prompt text, input2: file path) | - |
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| `-o, --output <OUTPUT>` | Output file path (optional, auto-generated if not specified) | - |
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| `--weight-path <WEIGHT_PATH>` | Local model weight path (required) | - |
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| `--weight-path <WEIGHT_PATH>` | Local model weight path (required when using non-GGUF models) | - |
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| `--gguf-path <GGUF_PATH>` | Local GGUF model weight path(required when using GGUF models) | - |
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| `--mmproj-path <MMPROJ_PATH>` | Local mmproj GGUF weight path(optional,If not specified, the module will not be loaded) | - |
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**Examples:**
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```bash
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@@ -109,6 +117,14 @@ aha run -m qwen2.5vl-3b -i "请分析图片并提取所有可见文本内容,
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# Qwen3-ASR speech recognition (single input: audio file)
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aha run -m qwen3asr-0.6b -i "audio.wav" --weight-path /path/to/model
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# Qwen3.5-GGUF without mmproj (single input: prompt text)
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aha run -m qwen3.5-gguf -i 你如何看待AI --gguf-path /path/to/xxx.gguf
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# Qwen3.5-GGUF with mmproj (two inputs:prompt text + file)
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aha run -m qwen3.5-gguf -i 提取图片中的文本 -i https://ai.bdstatic.com/file/C56CC9B274CF460CA33
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63E59ECD94423 --gguf-path /path/to/xxx.gguf --mmproj-path /path/to/mmproj-xxx.gguf
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```
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### serv - Start service
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@@ -117,7 +133,7 @@ Start HTTP service with a model. The `--weight-path` is optional - if not specif
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**Syntax:**
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```bash
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aha serv [OPTIONS] --model <MODEL> [--weight-path <WEIGHT_PATH>]
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aha serv [OPTIONS] --model <MODEL> [--weight-path <WEIGHT_PATH>] [--gguf-path <GGUF_PATH>] [--mmproj-path <MMPROJ_PATH>]
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```
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**Options:**
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@@ -129,6 +145,8 @@ aha serv [OPTIONS] --model <MODEL> [--weight-path <WEIGHT_PATH>]
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| `-m, --model <MODEL>` | Model type (required) | - |
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| `--weight-path <WEIGHT_PATH>` | Local model weight path (optional) | ~/.aha/{model_id} |
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| `--allow-remote-shutdown` | Allow remote shutdown requests (not recommended) | false |
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| `--gguf-path <GGUF_PATH>` | Local GGUF model weight path(required when using GGUF models) | - |
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| `--mmproj-path <MMPROJ_PATH>` | Local mmproj GGUF weight path(optional,If not specified, the module will not be loaded) | - |
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**Examples:**
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