#Ollama
100 related articles
Ollama Alternatives Benchmarked: How Much Slower Is the Wrapper Than llama.cpp?
We benchmarked Ollama vs llama.cpp on the same model file and reviewed eight 2026 Ollama alternatives: llama.cpp, LM Studio, vLLM, Jan, LocalAI, Docker Model Runner, and MLX LM.
Ollama v0.40.5 Released: llama.cpp Upgraded to b11669
Ollama releases v0.40.5, upgrading its built-in inference engine llama.cpp to b11669. This article analyzes the update, its impact on local LLM inference, and upgrade advice.
Ollama v0.40.5-rc0 Released: MLX Version Bump
Ollama releases v0.40.5-rc0 candidate, a pure MLX backend version bump (commit #18993) with no new features or API changes. Apple Silicon Mac users should watch for the official release.
Ollama v0.40.4 Pre-release: llama.cpp Upgrade and MLX Optimizations
Ollama releases v0.40.4 pre-release, upgrading llama.cpp to b11521 for EmbeddingGemma 2 support, optimizing server-side model reuse, MLX state management, and Codex integration.
The Local Receipt Organizer: Gemma + Ollama Build a Privacy-First Open-Source Tool
Local Receipt Sorter is a fully local, privacy-first receipt organizer built on the Gemma vision model and Ollama, with field extraction, anomaly detection, and CSV/Excel export.
Ollama v0.40.4-rc0 Released: What the MLX Version Upgrade Means
Ollama releases pre-release v0.40.4-rc0, with the core change being an MLX and MLX-C version upgrade. This article analyzes the impact on Apple Silicon local inference performance and whether it's worth upgrading.
Campus Flora Finder: An Offline-First Local AI Plant Identification App
Campus Flora Finder is a fully offline, privacy-first AI plant ID app built with Streamlit and Ollama, running open-weight models like llava and moondream locally.
Ollama v0.40.3 Released: Skips Local Model Compatibility Migration
Ollama v0.40.3 is released with a key change: the server now skips local model compatibility migration on startup, improving stability and startup reliability.
Ollama Architecture Deep Dive: Three-Layer Design and Custom Model Walkthrough
A deep dive into Ollama's three-layer architecture: CLI, service, and engine. Covers model storage, GGUF format, quantization tiers, Modelfile custom models, and REST/OpenAI-compatible APIs.
Ollama v0.40.2 Pre-release: Community Integration Addition and Server-side Optimization
Ollama v0.40.2 pre-release adds the oxi community integration and improves server-side list clarity by hiding duplicates and downgrade guards.
AnswerUI: An Open-Source Alternative to ChatGPT's Intelligent UI, Works with Any Local Model
AnswerUI is an open-source alternative to ChatGPT's Intelligent UI, rendering model responses as sliders, charts, and tables. Works with Ollama, Kimi, OpenRouter, and any OpenAI-compatible model.
Ollama Decision Models Tested: Probability-Based Judgments in 90 Milliseconds
Ollama decision models tested: no text generation, just probability-based classification at 90ms average, zero cost locally. Covers Choice/Null/Score types, Confidence usage, tool auditing, benchmark data, and 6 production constraints.
Ollama v0.40.0 Released: Local LLM Runtime Gets Another Upgrade
Ollama v0.40.0 fixes a 413 vs 400 HTTP status code routing bug in embedding requests, improving API correctness for developers building local AI applications.
Ollama v0.40.0 Released: MLX Acceleration Enabled by Default on Apple Silicon
Ollama v0.40.0 enables MLX runtime by default on Apple Silicon, supporting qwen3, gemma4, and decision models for better local LLM inference performance on Mac.
Ollama v0.40.0 Released: MLX Inference Engine Now Default on Apple Silicon
Ollama v0.40.0 enables MLX as the default inference backend on Apple Silicon, adding support for gemma4, qwen3 series, and Decision models for optimized local LLM performance on Mac.
Ollama v0.40.0-rc4 Released: Key Changes in the MLX Upgrade
Ollama v0.40.0-rc4 is out with a core MLX framework version bump for Apple Silicon and unit test memory optimizations. Here's what it means for developers.
APTV + Ollama Local Model: Zero-Cost AI Chinese Subtitle Translation for Live TV
Learn how to use APTV with Ollama local LLMs for zero-cost real-time AI Chinese subtitle translation for live TV. Full guide covering installation, model setup, and optimization.
Ollama v0.40.0-rc2 Released: What's New in the Local LLM Tool
Ollama releases v0.40.0-rc2, the second release candidate for the popular local LLM tool. Learn what this means and what to expect from the upcoming stable release.
Ollama v0.40.0-rc1 Released: MLX Tokenizer Aligned with Publisher Semantics
Ollama v0.40.0-rc1 aligns the MLX backend tokenizer with publisher semantics, covering BPE merges, Unicode boundaries, and pretokenization order for consistent Apple Silicon inference.
Ollama v0.34.4-rc1 Released: XGrammar 0.2.7 Upgrade Improves Structured Output
Ollama v0.34.4-rc1 upgrades XGrammar to 0.2.7 in mlxrunner, fixing typed dictionary value and short array schema handling for more reliable structured output.