Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B
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Updated
Aug 14, 2026 - Python
Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B
Free Perplexity-style web search library for local sLLM. Bing + DuckDuckGo → semantic filtering → reranking → LLM-ready prompt with citations.
Advanced local-first RAG system powered by Ollama and LangGraph. Optimized for high-performance sLLM orchestration featuring adaptive intent routing, semantic chunking, intelligent hybrid search (FAISS + BM25), and real-time thought streaming. Includes integrated PDF analysis and secure vector caching.
Train reasoning models on your Mac. GRPO training framework for Apple Silicon with curriculum learning.
Llama-3.2-1B-Instruct model and KorQuAD dataset Finetune project
Zero-cloud on-device Korean MCQ generator Android SDK & CoT fine-tuning pipeline based on Google Gemma-2-2B (QuizScore 0.985)
오픈소스 로컬 LLM으로 직접 에이전트 하네스 구축하기
토타로(TOTARO) 개발 · AI 도입 가이드 — 외주 개발 비용·업체 선정·AI 에이전트·RAG·sLLM·AX·지원사업·ERP·MVP. 원문 https://www.totaro.co.kr/guide
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