The All-in-One LLM Toolkit for Developers, Researchers, and Enterprises

Where Your Ideas Become AI-Enhanced Innovations

A comprehensive command-line platform that provides everything you need to train, evaluate, deploy, and integrate language models - from fine-tuning to RAG systems to AI agent workflows.

Complete LLM Lifecycle Management

From training to deployment, IDEAWEAVER provides all the tools you need for enterprise-grade LLM development

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Model Training & Fine-tuning

Complete fine-tuning suite with LoRA, QLoRA, and full parameter training. Native HuggingFace integration with support for custom datasets and distributed training across multiple GPUs.

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LLM Evaluation & Benchmarking

Industry-standard evaluation with HellaSwag, ARC, MMLU, TruthfulQA, and custom benchmarks. Compare model performance with detailed metrics and automated reporting.

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Advanced RAG Systems

Build traditional and agentic RAG systems with enterprise features. Support for Chroma, Qdrant, FAISS with intelligent document grading and hybrid search capabilities.

AI Agent Workflows

CrewAI integration for automated content creation, research workflows, and multi-agent orchestration. Generate everything from storybooks to LinkedIn posts.

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MCP Integration

Universal integrations with 20+ services including GitHub, Slack, AWS, Google Drive. Execute complex workflows across multiple platforms with unified API access.

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Model Optimization & Deployment

Advanced quantization, model compression, and deployment tools. Export to ONNX, TensorRT, and popular inference frameworks with enterprise-grade monitoring.

100+
CLI Commands
20+
Service Integrations
Enterprise
MLOps Ready
Open Source
Community Driven

Ready to Build Your LLM Pipeline?

Start building with IDEAWEAVER today and transform your AI development workflow.

View Documentation

Blog

Day 1 - What Are Small Language Models?

Our journey of building a Small Language Model from scratch.

Day 2 - Tokenizers: The Unsung Heroes of Language Models

Tokenization: how language models break down your text and why it matters.