3FS download for Windows

This is the Windows app named 3FS whose latest release can be downloaded as 3FSsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.

स्क्रीनशॉट

3FS

वर्णन

The 3FS repository (standing likely for “Feature 3F System” or similar) is focused on providing a feature extraction and transformation framework tailored to deep and large models, especially in token-based systems. Its primary aim is to support efficient and scalable feature transformation pipelines—especially for inference environments—by batching, caching, and integrating feature-based modules like segmenters, sparse retrievers, and scorers seamlessly. The repo includes APIs to define components (e.g. seg, ret, scor) that wrap or interface with external or internal modules, as well as logic to schedule and compose these feature transforms. By handling caching and batching at a system level, 3FS helps reduce overhead when many features or modules must be evaluated per input (e.g. in an LLM agent pipeline). The repository includes example integration with models like DeepSeek-V2 / V3, showing how 3FS can be plugged into pipelines for operations like plugin processing.

विशेषताएं

• Modular components for feature extraction (segmenter, retriever, scorer)
• Caching and batching infrastructure for efficient feature evaluation
• Composition support to chain multiple transforms in a pipeline
• Integration examples targeting DeepSeek models (V2 / V3)
• Designed for low-latency inference environments, reducing overhead
• Extensible APIs to add custom feature modules without rewriting orchestration

प्रोग्रामिंग भाषा

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श्रेणियाँ

This is an application that can also be fetched from https://sourceforge.net/projects/threefs.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.