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model

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  1. PageLayoutEvent enumeration | Aspose.Words for ...

    aspose.words.layout.PageLayoutEvent enumeration. A code of event raised during page layout Model build and rendering....page layout model build and rendering. Page layout model is built...triggered build, page layout model may or may not be further rendered...

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  2. AiModel.with_api_key method | Aspose.Words for ...

    AiModel.with_api_key method. Sets a specified API key to the Model....a specified API key to the model. def with_api_key ( self , api_key...text using OpenAI and Google models. first_doc = aw . Document...

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  3. AttentionType|Documentation

    Causal vs non-causal attention in Aspose.LLM for .NET — standard chat uses Causal; embedding workflows may use NonCausal....chat models use causal attention; some embedding models use non-causal...AttentionType? enum Default null (use model default) Values Unspecified...

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  4. AsposeModelId|Documentation

    Second-priority Model source in Aspose.LLM for .NET — identifier into Aspose's internal Model catalog; used when ModelFilePath is unset....identifier into Aspose’s internal model catalog hosted at releases.aspose...Hugging Face fields) Category Model source Field on ModelSourceParameter...

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  5. Translate a Document|Aspose.Words for Python vi...

    Translate a document. Aspose.Words for Python simplifies document translation using Google AI Models, allowing you to specify the target language....using Google generative AI models, including a code example with...with the Gemini 1.5 Flash model. Document translation is a frequently...

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  6. OpenAiModel.with_project method | Aspose.Words ...

    OpenAiModel.with_project method. Sets a specified Project to the Model....a specified Project to the model. def with_project ( self , project_id...text using OpenAI and Google models. first_doc = aw . Document...

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  7. AiModel.WithApiKey | Aspose.Words for .NET

    Unlock the power of AiModel with the WithApiKey method. Effortlessly set your API key for enhanced functionality and seamless integration....a specified API key to the model. public AiModel WithApiKey (...text using OpenAI and Google models. Document firstDoc = new Document...

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  8. Understand quantization|Documentation

    Primer on GGUF quantization levels — Q4, Q5, Q8, F16, BF16, IQ variants. What to pick for your memory budget and quality target....Quantization reduces the precision of model weights from the full-precision...approximate; actual size depends on model architecture and specific quantizer...

    docs.aspose.com/llm/net/how-to/understand-quant...
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  9. KvOverrides|Documentation

    Runtime overrides for GGUF metadata keys in Aspose.LLM for .NET — patch context length, RoPE settings, architecture flags without modifying the file....null (no overrides) Category Model metadata Field on ModelInferenceParame...What it does The engine reads model configuration from GGUF metadata...

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  10. Custom prompt formatter|Documentation

    Replace IPromptFormatter in Aspose.LLM for .NET to support custom chat templates or post-process Model output....ChatMessage is rendered into the model-ready text before inference...inference, and how the raw model output is cleaned up before the API returns...

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