Integral2u 

A lightweight .NET library that eliminates the runtime cost of conditional dispatch — switch statements, delegate indirection, and virtual calls — by assembling a purpose-built concrete type at startup whose... More information

Common helpers and tools for Integral2u APIs

Zero-dependency tensor primitives and math ops for SharpMind.

Easy to use Enterprise resource planning (ERP) tools for planing prices, costs, markups and dealing with money.

Data loading, preprocessing, and dataset management for LLM training and evaluation.

Tokenization engine supporting BPE, SentencePiece, and GGUF tokenizer models.

Model loading, architecture, and inference execution for GGUF-based LLMs.

Inference engine for running LLMs with streaming, caching, and generation strategies.

Inventory provides inventory management Enterprise Resource Managment(ERP) tools to aid in planning and achieving optimal inventory.

CUDA/ILGPU training accelerator for SharpMind, loaded as a plugin.

Parquet file format support for SharpMind data pipelines.

Easy to use Sales Tax information and Calculators

Training loop, loss functions, and optimization for LLM fine-tuning with SharpMind.

Microsoft.Extensions.AI.IChatClient adapter for SharpMind — plug SharpMind into the standard .NET AI ecosystem.

A self-contained, zero-dependency, in-memory SQL engine written in pure C#.

Optional common tools (grep, git, datetime) for SharpMind's agent layer. Drop into the plugins folder to auto-discover.

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