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aspose.llm

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  1. 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....[ Hide ] Every preset in Aspose.LLM for .NET exposes nine independent...

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

    Sampler temperature in Aspose.llm for .NET — scales logits before sampling, from deterministic (0.0) to high-randomness (>1.0).... Example using Aspose.LLM ; using Aspose.LLM.Abstractions.Parameters...

    docs.aspose.com/llm/net/developer-reference/par...
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  3. Architecture|Documentation

    Understand the layers, runtime flow, and lifecycle of Aspose.llm for .NET — from the facade API down to native llama.cpp binaries....Architecture Contents [ Hide ] Aspose.LLM for .NET wraps the llama...and current KV position. Aspose.LLM.Interop P/Invoke layer with...

    docs.aspose.com/llm/net/product-overview/archit...
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  4. Customizing presets|Documentation

    Override fields on built-in Aspose.llm for .NET presets — either instance-level tweaks or a subclass for reusable configuration.... using Aspose.LLM ; using Aspose.LLM.Abstractions.Parameters...reusable configuration. using Aspose.LLM.Abstractions.Parameters.Presets...

    docs.aspose.com/llm/net/developer-reference/pre...
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  5. Using built-in presets|Documentation

    Pick and use a built-in Aspose.llm for .NET preset for your scenario — text vs vision, size vs speed, and task-based selection....Minimal usage using Aspose.LLM ; using Aspose.LLM.Abstractions.Parameters...

    docs.aspose.com/llm/net/developer-reference/pre...
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  6. Chat templates|Documentation

    Eight vision chat templates Aspose.llm for .NET recognizes and selects automatically — LLaVA, Qwen2VL, Qwen3VL, Pixtral, InternVL, Gemma3, Llama4, MiniCPMV.... Aspose.LLM for .NET ships eight templates...template dispatch table in Aspose.LLM.Interop.Multimodal.VisualModelChatTempl...

    docs.aspose.com/llm/net/developer-reference/mul...
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  7. Metal|Documentation

    Run Aspose.llm for .NET on Apple Silicon with Metal acceleration — unified memory, GPU offload, and Apple M-series performance notes....Contents [ Hide ] Metal is Aspose.LLM for .NET’s preferred backend...configure. Select Metal using Aspose.LLM.Abstractions.Acceleration...

    docs.aspose.com/llm/net/developer-reference/acc...
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  8. Vision presets|Documentation

    Built-in vision presets in Aspose.llm for .NET — Qwen VL, Gemma 3 Vision, Ministral 3 Vision, with model sources, projector files, and picker guidance....SendMessageToSession : using Aspose.LLM ; using Aspose.LLM.Abstractions.Parameters...

    docs.aspose.com/llm/net/developer-reference/mul...
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  9. AsposeLLMApi facade|Documentation

    Detailed reference for AsposeLLMApi — the single-instance facade class of Aspose.llm for .NET. Covers construction, every public method, exception semantics, and lifecycle....single public facade class of Aspose.LLM for .NET. Every chat operation...Class overview namespace Aspose.LLM ; public partial class AsposeLLMApi...

    docs.aspose.com/llm/net/developer-reference/asp...
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  10. CUDA|Documentation

    Run Aspose.llm for .NET on NVIDIA GPUs with CUDA acceleration — driver requirements, compute capability, single and multi-GPU setup....is the fastest backend for Aspose.LLM for .NET on NVIDIA GPUs....qualifies. Select CUDA using Aspose.LLM.Abstractions.Acceleration...

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