#self-hosted models

265 related articles

Jul 25, 2026·2 min

DeepSeek V4 Coming Soon; Meituan Open-Sources 1.6-Trillion-Parameter LongCat 2.0

DeepSeek V4 official release expected mid-July with peak/off-peak pricing; Meituan open-sources trillion-parameter MoE model LongCat 2.0 with million-token context; Cursor launches iOS app. A quick look at the latest AI industry news.

Jul 25, 2026·2 min

DeepSeek V4 Coming Soon, Meituan Open-Sources 1.6 Trillion Parameter LongCat 2.0

DeepSeek V4 launches mid-July with peak/off-peak pricing; Meituan open-sources trillion-parameter MoE model LongCat 2.0 with million-token context; Cursor debuts iOS app. A quick look at the latest AI industry news.

Jul 25, 2026·2 min

Getting Started with Claude Code: A Beginner's Guide to Installation, Configuration, and Model Selection

A detailed walkthrough of the full Claude Code setup process, comparing AI coding tools like Cursor and Trae, and analyzing the cost and performance of models like Sonnet and DeepSeek V4 Pro.

Jul 25, 2026·3 min

Laguna S 2.1: The Open-Source Coding Model That's 14x Smaller Yet Stronger

Poolside releases Laguna S 2.1, an open-source agentic coding model: 118B total params with only 8B active, scoring 40.4% on DeepSWE — ~4.5x DeepSeek V4 Pro Max. Supports 1M-token context, deployable on a single workstation.

Jul 25, 2026·3 min

DeepSeek Open-Sources DeepSpec: A Full-Stack Speculative Decoding Library with 60–85% Inference Speedup

DeepSeek open-sources DeepSpec, a full-stack speculative decoding library delivering 60–85% inference speedup and up to 661% throughput gains in production. MIT license, 9 checkpoints, 9 benchmarks.

GitHub Daily · July 24: Agentic Tools …

Jul 24, 2026·3 min

GitHub Daily · July 24: Agentic Tools Blossom Everywhere, from CMS to Databases Embracing AI

GitHub Trending July 24: Agentic capabilities go from concept to standard feature. Instatic and Chat2DB deeply integrate AI into CMS and database clients, while dive-into-llms remains the go-to Chinese LLM tutorial.

GitHub Daily · July 24: Agentic Tools …

Jul 24, 2026·3 min

GitHub Daily · July 24: Agentic Tools Blossom Everywhere, From CMS to Databases Embracing AI

GitHub Trending July 24: Agentic capabilities go from concept to standard, with Instatic and Chat2DB embedding AI deeply into CMS and database clients.

Jul 24, 2026·6 min

Hands-On with Panel AI On-Premises Deployment: One-Click Enterprise Adoption and Unified Compute Cluster Scheduling

In-depth review of Panel AI v1.1.1: second-level installation, no-public-IP networking, batch compute cluster management. Learn how enterprise AI on-premises deployment barriers are dramatically lowered.

Jul 23, 2026·3 min

Qwen3.8 Deep Dive: How Does a 2.4 Trillion Parameter MoE Model Claim Second Place?

Alibaba's Qwen3.8 challenges larger models with a 2.4T-parameter MoE architecture, claiming second only to Gemini. A deep dive into MoE mechanics, continuous updates, two-speed release strategy, and real local deployment requirements.

Jul 23, 2026·6 min

Hands-On with Qwen 3.8 Max: How an Open-Source Model Closes In on Top-Tier Closed Models

Qwen 3.8 Max has 2.4 trillion parameters and will be open-sourced. In KingBench testing it scored 81.25%, ranking second, beating Claude Opus 4.8 and trailing only Fable 5. A deep dive into its performance across 8 tests.

Jul 23, 2026·3 min

Agent Fine-Tuning in Practice: A Complete Guide to Training Your Own AI Agent

A deep dive into Agent Tuning: from LLM hallucination and staleness issues to RAG vs. Agent architecture, the 4-step fine-tuning process, and cost analysis for building your own AI agent.

WrenAI: An Open-Source GenBI Tool for …

Jul 22, 2026·4 min

WrenAI: An Open-Source GenBI Tool for Querying Databases with Natural Language

WrenAI is an open-source GenBI tool by the Canner team that converts natural language into trusted SQL, charts, and dashboards via a semantic layer. Supports 20+ data sources including BigQuery and Snowflake. 16,000+ GitHub stars.

GitHub Daily · July 22: Financial Foun…

Jul 22, 2026·3 min

GitHub Daily · July 22: Financial Foundation Model Kronos Leads, Architecture Visualization and the Claude Skills Ecosystem Soar

GitHub Trending July 22: Kronos brings the foundation model paradigm to finance, awesome-claude-skills tops with 70K stars, plus LikeC4 architecture-as-code and Rust-based Pumpkin.

Jul 22, 2026·3 min

Dify 1.8 Complete Beginner's Guide: Build 20+ AI Apps Fast

A complete Dify 1.8 guide covering 3 deployment methods (Docker/cloud/source), MySQL integration, 5 app types (Chatbot/Agent/Workflow), model selection, and publishing strategies.

Jul 22, 2026·3 min

Dify Getting Started: A Complete Zero-to-Production Guide for Building AI Applications

A complete guide to Dify — covering deployment, five core app types (chatbot, Agent, workflow, and more), LLM integration, and publishing for zero-experience developers.

Jul 22, 2026·2 min

Dependency Drift in Production AI Agents: Detection, Response, and Building Resilient Systems

AI Agents in production face systemic dependency drift risks — model updates silently change outputs and silent failures are hard to detect. Learn detection strategies, hidden costs, and engineering practices.

AstrBot: A Deep Dive into the Multi-Pl…

Jul 22, 2026·2 min

AstrBot: A Deep Dive into the Multi-Platform AI Agent Development Framework

AstrBot is an open-source AI Agent framework supporting WeChat, QQ, Telegram and more, with multi-LLM compatibility and plugin extensibility. Full technical breakdown inside.

Build a Free Whisper Transcription Too…

Jul 22, 2026·2 min

Build a Free Whisper Transcription Tool with Cloudflare Workers AI

Build a free speech transcription tool using Cloudflare Workers AI and Whisper — no GPU, zero ops cost. Ideal for indie developers needing affordable voice-to-text.

Cognee: The Open-Source Knowledge Grap…

Jul 21, 2026·2 min

Cognee: The Open-Source Knowledge Graph Engine for Persistent AI Agent Memory

Cognee is an open-source AI memory platform using knowledge graphs to give AI agents persistent cross-session memory. Self-hosted, graph + vector hybrid retrieval. 28K+ GitHub stars.

Jul 20, 2026·3 min

How to Monetize AI Automation Skills: A Practical Path from Tools to Business Results

Learned Claude, n8n, or Coze but unsure how to monetize? This article breaks down the core logic of AI automation monetization: prove business value with data, build case studies, and develop a credible personal brand.