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  1. Creating a preset from scratch|Documentation

    Extend PresetCoreBase to bring your own GGUF Model into Aspose.LLM for .NET — text or vision, with full control over every parameter bag....scratch Contents [ Hide ] For models that do not have a built-in...new open-weight release, a model from a less-common repository...

    docs.aspose.com/llm/net/developer-reference/pre...
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  2. AiModel.create method | Aspose.Words for Node.js

    AiModel.create method. Creates a new instance of [AiModel](../) class....text using OpenAI and Google models. let firstDoc = new aw . Document...Google generative language models. let model = aw . AI . AiModel ....

    reference.aspose.com/words/nodejs-net/aspose.wo...
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  3. Translate a Document|Aspose.Words for Java

    Translate a document. Aspose.Words for Java 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/java/translate-a-document/
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  4. MediaMarker|Documentation

    Custom media marker token in Aspose.LLM for .NET vision chat templates — null uses the Model-specific default; override only with full knowledge of the format.... Default is model-specific and selected automatically...understand the exact format your model expects. Quick reference Type...

    docs.aspose.com/llm/net/developer-reference/par...
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  5. index.md

    ## OpenAiModel class Class representing OpenAi Models integration within [Aspose.Words](../../aspose.words/). ```cpp class OpenAiModel : public Aspose::Words::AI::AiModel ``` ## Methods | Method | ......class Class representing OpenAi models integration within [Aspose...leverages the connected [AI](../) model for checking grammar of document...

    reference.aspose.com/words/cpp/aspose.words.ai/...
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  6. UseGpu|Documentation

    Offload the vision projector to GPU in Aspose.LLM for .NET — null defers to mtmd's auto-detection; explicit true/false forces a choice.... Keeps VRAM for the base model on memory-tight GPUs. The projector...is freeing VRAM for the base model’s KV cache. When to change it...

    docs.aspose.com/llm/net/developer-reference/par...
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  7. AI Models Supported by Aspose.Words|Aspose.Word...

    Aspose.Words for .NET supports OpenAI and Google AI Models for summarization and translation documents. Use Aspose.Words with Gpt-4o, Gpt-4o mini, Gpt-4 Turbo, GPT-3.5 Turbo, Gemini 1.5 Flash, Gemini 1.5 Flash-8B, Gemini 1.5 Pro....Ask AI Supported AI Models Contents [ Hide ] Purpose Summary...This page explains which AI models Aspose.Words supports for document...

    docs.aspose.com/words/net/supported-ai-models/
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  8. Parameters|Documentation

    Reference for the eight parameter bags exposed by PresetCoreBase in Aspose.LLM for .NET, Model source, inference, context, chat, sampler, engine, binary manager, multimodal context....the engine loads and runs the model. This section covers each bag...Frequently changed for Model source Where the model file comes from...

    docs.aspose.com/llm/net/developer-reference/par...
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  9. GoogleAiModel Class | Aspose.Words for .NET

    Unlock the power of Aspose.Words.AI.GoogleAiModel class to seamlessly integrate Google AI Models, enhancing your document processing capabilities effortlessly....Class representing Google AI Models (Gemini) integration within...wait before the request to AI model times out. The default value...

    reference.aspose.com/words/net/aspose.words.ai/...
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  10. Context parameters|Documentation

    Reference for Aspose.LLM for .NET context parameters — context size, batch, threading, rope/YaRN scaling, flash attention, KV cache types....context — how many tokens the model can attend to, how batching...default” or “derive from the model”. Touch these values only when...

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