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  1. Module.DetectAreasMode.DOCUMENT|Documentation

    How Aspose.OCR for JavaScript via C++ determines the structure of a document using the Module.DetectAreasMode.DOCUMENT Model....DOCUMENT Contents [ Hide ] This model works best with large amounts...this document areas detection model: var settings = Module . WasmAsposeOCRRecogni...

    docs.aspose.com/ocr/javascript-cpp/areas-detect...
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  2. How-to recipes|Documentation

    Short focused recipes for Aspose.LLM for .NET — Model picking, quantization primer, speed-vs-quality tuning, cancellation, first-token latency, memory estimation....want… Go to A decision (which model, which quantization, what settings)...Choosing your setup Select a model by task — decision table over...

    docs.aspose.com/llm/net/how-to/
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  3. Out of memory|Documentation

    Fix out-of-memory errors in Aspose.LLM for .NET — GPU VRAM, system RAM, KV cache growth, swap thrashing....Out-of-memory failures happen at model load, during long sessions,... or when running several models on the same host. The remedy...

    docs.aspose.com/llm/net/troubleshooting/out-of-...
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  4. 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...
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  5. CPU|Documentation

    Run Aspose.LLM for .NET on CPU only — AVX512, AVX2, and NoAVX variants, threading, and performance expectations....inference, but reasonable for small models (3B-7B parameters) on modern...tokens-per-second for a 7B Q4_K_M model on CPU only: CPU class Approximate...

    docs.aspose.com/llm/net/developer-reference/acc...
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  6. IAiModelText.summarize method | Aspose.Words fo...

    aspose.words.ai.IAiModelText.summarize method...leverages the connected AI model for content processing. def...method utilizes the connected AI model for processing each document...

    reference.aspose.com/words/python-net/aspose.wo...
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  7. AnthropicAiModel.summarize method | Aspose.Word...

    aspose.words.ai.AnthropicAiModel.summarize method...leverages the connected AI model for content processing. def...method utilizes the connected AI model for processing each document...

    reference.aspose.com/words/python-net/aspose.wo...
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  8. 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...
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  9. 总结文档|Aspose.Words为Python via .NET

    总结一个文档。 Aspose.Words为Python 通过允许您指定摘要长度，使用OpenAI和GoogleAI模型简化文档摘要。...Google generative language models. model = aw . ai . AiModel . create...with_api_key ( api_key ) . as_open_ai_model () options = aw . ai . SummarizeOptions...

    docs.aspose.com/words/zh/python-net/summarize-a...
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  10. ThreadCount|Documentation

    Thread count for mtmd (multimodal) processing in Aspose.LLM for .NET — null defers to native default; lower for CPU-constrained hosts....NThreads — base-model generation threads; independent...parameters — NThreads — base-model counterpart. PrintTimings Verbosity...

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