llm - Blog

Explore llm related articles, tutorials, and insights in the A2A Protocol ecosystem.

February 4, 2026

2026 Complete Guide to GLM-OCR for Next-Gen Document Understanding

GLM-OCR is a 0.9B-parameter multimodal OCR model built on the GLM-V architecture, designed for complex document understanding, not just text extraction. Delivers structure-first outputs (semantic Markdown, JSON, LaTeX), accurately reconstructing tables, formulas, layout, and handwriting across 100+ languages with state-of-the-art OmniDocBench V1.5 performance (94.62) at ~1.86 PDF pages/second.

glm-ocrocrdocument-understanding+2

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February 4, 2026

Qwen3-Coder-Next Complete 2026 Guide - Running AI Coding Agents Locally

Qwen3-Coder-Next is an open-weight language model achieving Sonnet 4.5-level coding performance with only 3B activated parameters (80B total with MoE architecture). Runs on consumer hardware like 64GB MacBook, RTX 5090, or AMD Radeon 7900 XTX with 256K context length. Scores 44.3% on SWE-Bench Pro while eliminating expensive API costs.

qwen3-coder-nextai-codinglocal-llm+3

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