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aspose.llm

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  1. Debugging vision|Documentation

    Diagnose multimodal issues in Aspose.llm for .NET — tagged log taxonomy, common misalignments, and the parse_mm_logs.zsh helper....zsh helper The Aspose.LLM SDK repository includes a...

    docs.aspose.com/llm/net/developer-reference/mul...
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  2. Long context tuning|Documentation

    Configure Aspose.llm for .NET for 128K-262K contexts — pick the right preset, enable flash attention, quantize the KV cache, and manage memory....when it is supported: using Aspose.LLM.Abstractions.Models ; preset...summarization using Aspose.LLM ; using Aspose.LLM.Abstractions.Models...

    docs.aspose.com/llm/net/use-cases/long-context-...
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  3. Multi-turn chat|Documentation

    Run an explicit multi-turn conversation in Aspose.llm for .NET — manage sessions, handle multiple concurrent conversations, and trim the KV cache when it grows....single session using Aspose.LLM ; using Aspose.LLM.Abstractions.Parameters...Presets ; var license = new Aspose . LLM . License (); license ....

    docs.aspose.com/llm/net/use-cases/multi-turn-chat/
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  4. Chat sessions|Documentation

    Create chat sessions, send messages, manage the current session, trim the KV cache, and understand concurrency constraints in Aspose.llm for .NET....sessions Contents [ Hide ] Aspose.LLM for .NET groups conversations...

    docs.aspose.com/llm/net/developer-reference/cha...
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  5. Aspose Documentation

    Class Libraries & REST APIs for the developers to manipulate & process Files from Word, Excel, PowerPoint, Visio, PDF, CAD & several other categories in Web, Desktop or Mobile apps. Develop & deploy on Windows, Linux, MacOS & Android platforms....NET Aspose.LLM Product Family Integrate...

    docs.aspose.com/
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  6. Supported presets|Documentation

    Built-in presets for Aspose.llm for .NET with Hugging Face model sources, default context sizes, and quantization....presets Contents [ Hide ] Aspose.LLM for .NET bundles ready-to-use...PresetCoreBase (namespace Aspose.LLM.Abstractions.Parameters.Presets...

    docs.aspose.com/llm/net/product-overview/suppor...
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  7. C# .NET Core File Automation APIs | products.as...

    C# ASP.NET VB.NET APIs to create manipulate convert and render any type of documents... Aspose.LLM for .NET Aspose.LLM for .NET enables...

    products.aspose.com/total/net/
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  8. Custom model loader|Documentation

    Replace the default IModelLoader implementation in Aspose.llm for .NET to control the full model-loading pipeline....Interface reference namespace Aspose.LLM.Abstractions.Interfaces ;...using Aspose.LLM.Abstractions.Interfaces ; using Aspose.LLM.Abstractions...

    docs.aspose.com/llm/net/developer-reference/ext...
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  9. Extensibility|Documentation

    Replace core services in Aspose.llm for .NET via dependency injection — IModelLoader, IModelFileProvider, IPromptFormatter, IMediaProcessor. Advanced customization for niche scenarios....IPromptFormatter live in Aspose.LLM.Abstractions.Interfaces ...IMediaProcessor lives in Aspose.LLM.Core.Services (still publicly...

    docs.aspose.com/llm/net/developer-reference/ext...
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  10. Custom media processor|Documentation

    Replace IMediaProcessor in Aspose.llm for .NET to customize image preprocessing — format handling, validation, color conversion, and ProcessedMedia output....Interface reference namespace Aspose.LLM.Core.Services ; public interface...IMediaProcessor lives in Aspose.LLM.Core.Services . It is public...

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