LM-Kit.NET 新版本發表

Released: Feb 4, 2025

2025.2.1 中的更新

特性

  • Added model card for Mistral Small Instruct 2501.
  • Created a new open-source assembly bridging Microsoft SemanticKernel and LM-Kit.NET.
  • Improved inference of MiniCPM engine.

Released: Jan 30, 2025

2025.1.10 中的更新

特性

  • Added WebP and TIFF image support to Attachment.
  • Minor performance improvements of the inference system.

Released: Jan 27, 2025

2025.1.9 中的更新

特性

  • Enhanced compatibility with .NET Framework 4.6.2 apps.
  • Enhanced backend management mechanism.

Released: Jan 26, 2025

2025.1.8 中的更新

特性

  • Enhanced compatibility with .NET Framework 4.6.2 apps.
  • Minor performance improvements for the Vulkan backend.

Released: Jan 24, 2025

2025.1.7 中的更新

特性

  • Improved speed and accuracy of vision models inference.

修補程式

  • Fixed a memory leak during image eval using MiniCPM models.

Released: Jan 22, 2025

2025.1.6 中的更新

特性

  • Added support for the MiniCPM-O model.
  • Added ReplacementModel property to the ModelCard class.
  • Improved speed and accuracy of vision models inference for content retrieval.

修補程式

  • Resolved a crash when regenerating responses using MiniCPM models.
  • Fixed a memory leak with VLM disposal.

Released: Jan 19, 2025

2025.1.4 中的更新

修補程式

  • Resolved an inference issue in AOT mode.
  • Resolved a rare race condition in the Vulkan backend during inference.
  • Resolved a segmentation fault in the TextExtraction class.

Released: Jan 18, 2025

2025.1.3 中的更新

特性

  • Added SetContent method overload that accepts an Attachment to the TextExtraction class, allowing extraction of unstructured content from images.
  • Various performance improvements.
  • Improved Runtime initialization.

修補程式

  • Resolved a crash during Qwen2-VL inference on macOS.

Released: Jan 11, 2025

2025.1.2 中的更新

特性

  • Added initial support for multimodal capabilities with vision handling (VLM).
  • Added support for the LMK model format.
  • Introduced the Prompt class.
  • Introduced the Attachment class.
  • Added overloads to the Submit and SubmitAsync methods in the MultiTurnConversation class to support prompts with image attachments.
  • Added overloads to the Submit and SubmitAsync methods in the SingleTurnConversation class to support prompts with image attachments.
  • Enhanced GPU device memory management.
  • Optimized...

Released: Jan 1, 2025

2025.1.1 中的更新

特性

  • Optimized dynamic sampling mechanisms.
  • Improved error handling.
  • Added HasVision property to the LM class.
  • Added EnableModelChecksumValidation property to the Configuration class.