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aha/CHANGELOG.md
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XiaoYang f010087e97 ``` 
feat(cli): add direct model inference via new run subcommand

- Add `aha run` CLI subcommand for direct model inference without HTTP service
- Support multiple models including Qwen series, OCR models, ASR models, and voice generation
- Implement input/output handling with file path support and auto-generation
- Add comprehensive documentation in CLI_USAGE.md with examples
- Include performance timing for model loading and inference operations
- Add macOS build target to Makefile with Metal support
```
2026-01-21 18:41:11 +08:00

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Changelog

[Unreleased]

Added

  • CLI run Subcommand: Direct model inference from CLI without HTTP service overhead:
    • aha run - Run model inference directly
    • -m, --model <MODEL> - Specify which model to use
    • -in, --input <INPUT> - Input text or file path (model-specific interpretation)
    • -out, --output <OUTPUT> - Output file path (optional, auto-generated if not specified)
    • --weight-path <WEIGHT_PATH> - Local model weight path (required)

Changed

  • CLI Structure: Refactored CLI to use clap's Subcommand feature while maintaining backward compatibility
  • Backward Compatibility: Commands without subcommand now default to cli subcommand:
    • aha -m qwen3vl-2b is equivalent to aha cli -m qwen3vl-2b
    • All existing parameter options and defaults remain unchanged

Technical Details

Subcommand Parameters:

aha cli:

  • -a, --address <ADDRESS> - Server address (default: 127.0.0.1)
  • -p, --port <PORT> - Server port (default: 10100)
  • -m, --model <MODEL> - Model to use (required)
  • --weight-path <WEIGHT_PATH> - Local model weight path (optional)
  • --save-dir <SAVE_DIR> - Directory to save downloaded model (optional)
  • --download-retries <DOWNLOAD_RETRIES> - Download retry attempts (default: 3)

aha serv:

  • -a, --address <ADDRESS> - Server address (default: 127.0.0.1)
  • -p, --port <PORT> - Server port (default: 10100)
  • -m, --model <MODEL> - Model to use (required)
  • --weight-path <WEIGHT_PATH> - Local model weight path (required)

aha download:

  • -m, --model <MODEL> - Model to download (required)
  • -s, --save-dir <SAVE_DIR> - Directory to save downloaded model (optional)
  • --download-retries <DOWNLOAD_RETRIES> - Download retry attempts (default: 3)

Code Changes:

  • Modified src/main.rs only
  • Extracted common functions: get_model_id(), start_http_server()
  • Reused existing download_model() and init() functions
  • No changes to other modules or dependencies

[0.1.8] - 2025-01-20

Added

  • Support for Fun-ASR-Nano-2512 model
  • Support for Qwen3-0.6B model

[0.1.7] - 2024-XX-XX

Added

  • Support for GLM-ASR-Nano-2512 model

[0.1.6] - 2024-XX-XX

Added

  • Support for RMBG-2.0 model (background removal)

[0.1.5] - 2024-XX-XX

Added

  • Support for VoxCPM1.5 model

[0.1.4] - 2024-XX-XX

Added

  • Support for PaddleOCR-VL model

[0.1.3] - 2024-XX-XX

Added

  • Support for Hunyuan-OCR model

[0.1.2] - 2024-XX-XX

Added

  • Support for DeepSeek-OCR model

[0.1.1] - 2024-XX-XX

Added

  • Support for Qwen3VL model family (2B, 4B, 8B, 32B)

[0.1.0] - 2024-XX-XX

Added

  • Initial release
  • Support for Qwen2.5VL models (3B, 7B)
  • Support for MiniCPM4-0.5B model
  • Support for VoxCPM-0.5B model
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