"Take control of your AI stack."
Moving to open-weight models ensures long-term continuity, privacy, and protection against sudden model deprecations or platform changes.
Qwen 2.5 Coder (32B) (by Alibaba)
A top-tier coding model whose 32B variant matches GPT-4o performance on major code generation benchmarks like LiveCodeBench and EvalPlus.
💻 Run locally: ollama run qwen2.5-coder:32b
Arya (Aria) (by Rhymes AI)
A 24.9B parameter multimodal mixture-of-experts model activating 3.5B parameters that seamlessly handles text, images, code, and long-video analysis.
Bagel (by ByteDance Seed)
A native multimodal open-source model (Apache 2.0) that natively understands and outputs images, maintains consistent character features, and performs complex spatial/3D rotations.
DeepSeek Coder V2 (by DeepSeek)
An open-source mixture-of-experts model supporting 338 programming languages, providing GPT-4/GPT-4o class reasoning in self-hosted developer environments.
Gemma 4 Family (by Google DeepMind)
Released under the Apache 2.0 license with native multimodal support (text, image, video, OCR), native function calling, and up to a 256K context window:
E2B / E4B: Ultra-efficient variants built for direct on-device execution.
26B MoE & 31B Dense: Frontier-class performance with top-tier math and coding reasoning.
Inkling (by Thinking Machines Lab)
A flagship open-weight model featuring 975B parameters and a 1 Million token context window, natively processing text, image, audio, and video with controllable "thinking effort".
Llama 3.3 (70B) (by Meta)
Delivers near-frontier performance for complex instruction following, reasoning, and system prompting on enterprise multi-GPU setups.
Mistral Small 3 (by Mistral AI)
Positioned as a fast, highly capable local alternative designed to replace smaller API variants like GPT-4o mini.
Open-weight, GPT-style models available for local execution via Ollama, featuring a massive 128K context window.
MiMo-V2.6-Pro (by Xiaomi)
A powerful open-source flagship model optimized for self-hosting, long-horizon agents, and advanced structured reasoning.
Plaintext
1. Download Ollama (ollama.com) or LM Studio (lmstudio.ai)
2. Run your preferred model command in terminal:
- Qwen 2.5 Coder: ollama run qwen2.5-coder:32b
- Gemma 4: ollama run gemma4:26b
- Mistral Small 3: ollama run mistral-small