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  1. PoolingType|Documentation

    Embedding pooling strategy in Aspose.LLM for .NET — how per-token embeddings are reduced to a single vector.... enum Default null (use model default) Values Unspecified...Behavior Unspecified ( -1 ) Use model default. None ( 0 ) Return per-token...

    docs.aspose.com/llm/net/developer-reference/par...
  2. ModelCachePath|Documentation

    Folder where Aspose.LLM for .NET stores downloaded Model files — defaults to a per-user cache; override for shared storage or non-default drives....the engine stores downloaded model files. First-run downloads from...Default <LocalAppData>/Aspose.LLM/models Category Engine Field on EngineParameters...

    docs.aspose.com/llm/net/developer-reference/par...
  3. How to fetch the entities inside a viewport of ...

    How can i fetch the entities inside the viewport of a layout in dwg file using Aspose.Cad for dot net....view applied to the entire Model. So it seems the only way is...is to analyze all Model entities and check whether they fit the...

    forum.aspose.com/t/how-to-fetch-the-entities-in...
  4. Debugging vision|Documentation

    Diagnose multimodal issues in Aspose.LLM for .NET — tagged log taxonomy, common misalignments, and the parse_mm_logs.zsh helper....by concern: Pairing — base model + projector match. Projector...bracketed tokens verbatim. Or the model describes something unrelated...

    docs.aspose.com/llm/net/developer-reference/mul...
  5. Translate a Document|Aspose.Words for .NET

    Translate a document. Aspose.Words for .NET simplifies document translation using Google AI Models, allowing you to specify the target language....Google generative language models, which allows developers to...languages, the Google AI-based model will be able to translate all...

    docs.aspose.com/words/net/translate-a-document/
  6. Metal|Documentation

    Run Aspose.LLM for .NET on Apple Silicon with Metal acceleration — unified memory, GPU offload, and Apple M-series performance notes.... If the model plus KV cache fit in system...memory ceilings per Mac: Mac model Unified memory options M1 /...

    docs.aspose.com/llm/net/developer-reference/acc...
  7. Tune for speed vs quality|Documentation

    Move a preset along the speed-quality curve in Aspose.LLM for .NET — Model size, quantization, sampler, context, GPU offload....new Llama32Preset (); // 3B model preset . ContextParameters ...new Oss20Preset (); // 20B model preset . ContextParameters ...

    docs.aspose.com/llm/net/how-to/tune-for-speed-v...
  8. Aspose.Words.Layout | Aspose.Words for .NET

    Explore Aspose.Words.Layout for precise document formatting insights. Access page locations and element positioning to enhance your document's layout....to walk over the page layout model. Available properties are type...and rendering of page layout model. Enumeration Enumeration Description...

    reference.aspose.com/words/net/aspose.words.lay...
  9. Programming with Documents in Java|Aspose.Words...

    Use the Aspose.Words Document Object Model classes to programmatically create, modify, and manage documents with Java. Work with document properties, settings, and content, as well as with document appearance through the management of colors, shapes, fonts and other graphics....Words Document Object Model classes. Articles in this section...Object Model Translate Markdown to Document Object Model (DOM)...

    docs.aspose.com/words/java/programming-with-doc...
  10. API reference|Documentation

    Links to the full class-level API reference and a summary of the key Aspose.LLM for .NET types....ModelSourceParameter Where to load the model: local path, Aspose ID, or Hugging...repo. ModelInferenceParame Model-load knobs: GPU layers, main...

    docs.aspose.com/llm/net/developer-reference/api...