# large-scale AI training

The Complete Guide to Ollama: Run DeepSeek and Other LLMs Locally with a Single Command

Ollama is an open-source tool with 170K GitHub Stars that lets you run DeepSeek, Qwen, Kimi-K2.5 and other LLMs locally with one command. Learn about its model ecosystem, advantages, and use cases.

AnythingLLM Review: The Complete Guide to Local Deployment of This Open-Source AI Knowledge Base Platform

AnythingLLM Review: The Complete Guide to Local Deployment of This Open-Source AI Knowledge Base Platform

In-depth review of AnythingLLM open-source AI platform: local deployment, RAG document Q&A, multi-model switching, and more. How does this 59K+ star GitHub project deliver privacy-first AI? Includes comparison with PrivateGPT and Open WebUI.

Unsloth: The Open-Source Tool That Speeds Up Local LLM Fine-Tuning by 5x

Unsloth: The Open-Source Tool That Speeds Up Local LLM Fine-Tuning by 5x

Unsloth is an open-source LLM training tool with 63,000+ GitHub Stars. It supports local fine-tuning of Gemma 4, Qwen3, DeepSeek and more, with Web UI, VRAM optimization, and 2-5x training speedup on consumer GPUs.

Hugging Face Transformers: Deep Dive into the 160K-Star Open Source Framework

Hugging Face Transformers: Deep Dive into the 160K-Star Open Source Framework

Deep dive into Hugging Face Transformers, covering core features, API design, model ecosystem, and practical code examples. Learn how this 160K-Star project lowers AI barriers and drives democratization across LLMs, computer vision, and multimodal AI.

AnythingLLM: Open-Source AI Knowledge Base with 60K Stars, Local Deployment with Privacy First

AnythingLLM: Open-Source AI Knowledge Base with 60K Stars, Local Deployment with Privacy First

AnythingLLM is an open-source AI knowledge base tool with nearly 60K GitHub Stars. It supports local deployment, RAG, multi-model switching, and document parsing with zero-config setup, offering privacy-first AI productivity for enterprises and individuals.

Cube Studio Deep Dive: Tencent's Open-Source Cloud-Native AI Platform — A Complete MLOps Workflow Guide

Cube Studio Deep Dive: Tencent's Open-Source Cloud-Native AI Platform — A Complete MLOps Workflow Guide

Deep dive into Cube Studio, Tencent Music's open-source cloud-native AI platform covering distributed training, LLM SFT/RLHF fine-tuning, vLLM inference, VGPU virtualization, and domestic chip adaptation for complete MLOps workflows.

The Complete DeepSeek API Integration Ecosystem: Deep Dive into a 37,000+ Star Open Source Project

May 5, 2026·2 min

The Complete DeepSeek API Integration Ecosystem: Deep Dive into a 37,000+ Star Open Source Project

Deep analysis of DeepSeek's awesome-deepseek-integration with 37,000+ Stars: integration ecosystem, core value, developer onboarding guide, and future trends for connecting DeepSeek API to mainstream workflows.

Cube Studio Deep Dive: A Practical Guide to Tencent's Open-Source One-Stop MLOps Platform

May 5, 2026·4 min

Cube Studio Deep Dive: A Practical Guide to Tencent's Open-Source One-Stop MLOps Platform

Deep dive into Tencent's open-source Cube Studio: architecture, large model training/fine-tuning, vLLM inference, distributed training ecosystem, Ascend adaptation, and VGPU compute management for enterprise MLOps.

Ollama Tutorial: One-Click Local Deployment of DeepSeek and Other LLMs

Tutorials

Ollama Tutorial: One-Click Local Deployment of DeepSeek and Other LLMs

Ollama is an open-source tool with 170K+ GitHub Stars for running DeepSeek, Qwen, Gemma and other LLMs locally. Learn installation, supported models, use cases and core advantages.

8000+ GitHub Stars: Deep Dive into the Most Comprehensive LLM Learning Resource Repository

Tutorials

8000+ GitHub Stars: Deep Dive into the Most Comprehensive LLM Learning Resource Repository

Deep dive into the 8000+ star GitHub project awesome-LLM-resources, covering multimodal AI, AI Agents, MCP protocol, model training & inference, and more.

LibreChat: An Open-Source Chat Platform That Connects All AI Models Through One Interface

LibreChat: An Open-Source Chat Platform That Connects All AI Models Through One Interface

Deep dive into LibreChat, an open-source platform supporting GPT-5, Claude, Gemini, DeepSeek with unified access, built-in Agents, MCP protocol, code interpreter, and Docker deployment for self-hosted ChatGPT alternative.

Cube Studio: Tencent's Open-Source One-Stop AI Platform Covering Everything from Large Model Training to Inference

Cube Studio: Tencent's Open-Source One-Stop AI Platform Covering Everything from Large Model Training to Inference

In-depth analysis of Cube Studio, Tencent Music's open-source cloud-native AI platform covering distributed training, DeepSeek fine-tuning, vLLM inference, VGPU management, and Huawei Ascend support.

Are Data Centers Devouring Farmland and Threatening Food Security? Here's What the Data Actually Says

Industry Insights

Are Data Centers Devouring Farmland and Threatening Food Security? Here's What the Data Actually Says

Are data centers really consuming farmland and threatening food security? Data shows their footprint is just 1/77th of total farmland loss. Energy and water are the real concerns.

Deep Dive into the Musk v. OpenAI Trial: The Landmark Battle Reshaping the AI Industry

Tech Frontiers

Deep Dive into the Musk v. OpenAI Trial: The Landmark Battle Reshaping the AI Industry

Musk sues OpenAI and Altman in 2025, alleging betrayal of its nonprofit mission. Deep analysis of four core disputes, key arguments, and the trial's impact on ChatGPT, AI regulation, and global AI governance.

Hugging Face Transformers: Core Architecture & Practical Guide for the 160K-Star AI Framework

Hugging Face Transformers: Core Architecture & Practical Guide for the 160K-Star AI Framework

Comprehensive guide to Hugging Face Transformers: pipeline API for 3-line model execution, Hub ecosystem with 800K+ models, Trainer toolchain, and multimodal support. Master this 160K-Star AI framework.

Deep Dive into the Hermes-Agent Open-Source Framework: The AI Agent with 130K Stars on GitHub

Deep Dive into the Hermes-Agent Open-Source Framework: The AI Agent with 130K Stars on GitHub

NousResearch open-sources Hermes-Agent framework, earning 130K+ GitHub Stars. Deep analysis of its progressive architecture, modular design, and Hermes model integration vs. LangChain and AutoGPT.

awesome-LLM-resources: A Large Language Model Learning Resource Repository with 8000+ Stars

awesome-LLM-resources: A Large Language Model Learning Resource Repository with 8000+ Stars

awesome-LLM-resources is a GitHub repo with 8200+ Stars covering multimodal generation, AI Agents, model training/inference, MCP protocol, and more for LLM learners.

Gemini 3.5 Flash In-Depth Review: How Powerful Is Google's Quietly Launched Budget AI Model?