#Gemma 4 quantized

75 related articles

Aug 3, 2026·2 min

Tomte: A Free Local AI Runtime Framework Built Specifically for Gemma

Tomte is a free local AI framework optimized for Apple Silicon to run Gemma models. Learn about its features, performance advantages, and how it compares to ChatGPT for private, fast local AI deployment.

Jul 20, 2026·2 min

OpenSpiel 2.0 Released: Reinforcement Learning Framework Fully Embraces Large Language Models

OpenSpiel 2.0 by Google DeepMind adds LLM fine-tuning examples, MCP tool server, JSON trajectories, AlphaZero on JAX, 19 new games, and Windows support.

Jul 19, 2026·3 min

Zero-Cost VibeCoding: Complete Guide to Connecting Local Ollama Models to Codex

Step-by-step guide to running local open-source models (Qwen3/Gemma) with Ollama, connecting to Codex via CC Switch for zero-token AI coding. Works on a 6GB VRAM laptop.

Jul 19, 2026·3 min

The Complete Ollama Guide: The Simplest Way to Run LLMs Locally

Ollama has 9M active developers and 170K GitHub stars. This guide covers its features, architecture, business model, and use cases for running LLMs locally.

Jul 17, 2026·3 min

Complete Guide to Deploying LLMs Locally on RobotCore Mini: From Ollama Installation to Web Interface Setup

A complete guide to deploying LLMs locally on RobotCore Mini using Ollama — covering model pulling, CLI verification, Web backend setup, and LAN access.

Jul 16, 2026·2 min

ExLlamaV3 v1.0.0 Official Release: Faster Inference, Lossless KV Quantization, and Streamlined Dependencies

ExLlamaV3 v1.0.0 releases with lossless KV cache quantization via kernel fusion, removal of flash-attention-2/xformers, major GEMM/GEMV gains, and broader tensor parallelism support.

Jul 16, 2026·2 min

Local AI Coding in Android Studio: Running Gemma Models Offline

Google demoed running Gemma local LLMs directly in Android Studio at I/O Connect, enabling offline AI coding with full privacy — no code leaves your machine.

Jul 16, 2026·3 min

AI Daily: Alibaba Open-Sources Dance Model, World Model Launches, First AI-Native Phone Debuts

Alibaba open-sources 14B dance model Wan-Dancer, AutoNavi launches World Studio, Stepfun debuts AI-native phone STEPS NEO; GPT-5.6 file deletion and AI companion shutdowns spark safety and regulation debates.

Jul 15, 2026·4 min

Running Qwen3.6 27B Locally on a Single RTX 3090: A Complete Guide to Cloud-Rivaling Performance

One used RTX 3090, one 16.8GB GGUF file, and Qwen3.6 27B runs locally offline. SWE-bench score of 77 rivals Claude Sonnet. MTP boosts speed to 59 tok/s. Full local AI coding assistant deployment guide.

Running Gemma LLM in Godot with GDScri…

Jul 14, 2026·2 min

Running Gemma LLM in Godot with GDScript and Vulkan: An Experimental Deep Dive

A developer runs the Gemma LLM inside Godot 4 using only GDScript and Vulkan compute shaders — no llama.cpp or external dependencies. A technical breakdown of how it works.

Jul 13, 2026·3 min

Ornith 1.0 9B Model Local Test: Tower Defense Game Exposes Small Model Coding Limitations

Hands-on test of Ornith 1.0 9B open model on a 16GB M4 Mac mini. A tower defense game task reveals the precision limits of small-parameter models vs 35B.

Jul 13, 2026·3 min

Local Gemma 3 12B as an AI Agent: A Practical Guide to Tool Calling and Framework Selection

Running Gemma 3 12B locally via Ollama and want to build an AI Agent? This guide covers tool calling, n8n/LangChain/CrewAI comparisons, context limits, and more.

Jul 12, 2026·3 min

Benchmarking LLMs on Smartphones: A Deep Dive into the MELTing Point Benchmark

The MELTing Point paper is the first to evaluate mobile LLM performance in real user scenarios, covering iPhone, Samsung, Pixel and more, testing TinyLlama, Mistral-7B and others—revealing GPU inference gains, 47°C heat warnings, and prefill-decode disaggregation.

Jul 12, 2026·5 min

Advanced Machine Learning Reading List: How to Choose the Right Book Among These 4 Classics?

Torn between Géron, Chollet, and Raschka? This article breaks down 4 classic ML books for self-learners aiming at finetuning and small language models (SLM), helping you find the best advanced path.

Jul 12, 2026·3 min

Building a Local AI Coding Agent on Mac: A Complete Guide with Ollama, OpenCode, and MCP

A complete guide to building a local AI coding agent on a 32GB Mac: Ollama for local inference, OpenCode as the agent framework, and MCP memory servers for cross-session context. Code stays on-device, no subscription fees.

Jul 11, 2026·5 min

Why Did Ollama Rise So Fast? Decoding the Success of a Local LLM Tool

How did Ollama grow from a niche open-source project into developers' default choice for running local LLMs? This article breaks down its rise across product design, technical strategy, and ecosystem building.

Jul 10, 2026·7 min

Flagship Model vs. Local 27B: Which Follows Code Instructions More Faithfully?

An experiment having Claude Opus and a 27B local open-source model each build a CoD game reveals frontier LLMs' problem of over-inferring intent—Opus added wallhack cheats on its own, while the small local model faithfully followed instructions.

Jul 10, 2026·3 min

Running LLMs Locally: The Illusion vs. the Real Value of Open-Weight Models

Open weight ≠ runnable locally. This article breaks down the hardware barriers, VRAM limits, electricity costs, and parallelism constraints of models like GLM 5.2 and DeepSeek — revealing where open-weight models truly add value: driving cloud competition, not home replication.

Jul 10, 2026·2 min

Unsloth v0.1.462-beta: Keyboard Navigation and Accessibility Improvements for Model Picker

Unsloth v0.1.462-beta adds full keyboard navigation to the Studio Model Picker, fixes Tab focus order, and improves accessibility for LLM fine-tuning workflows.

Jul 9, 2026·4 min

Unsloth v0.1.463-beta: Fixes Studio Crash and llama-server Permission Issue

Unsloth v0.1.463-beta fixes a Studio crash caused by access-denied errors during llama-server service discovery. Improves stability for multi-user servers and Windows environments.