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Model Guides

Model Guides

Step-by-step setup guides for specific AI models on dedicated GPU servers. From LLM deployment to vision model hosting and speech model hosting, each guide includes configuration, optimisation tips, and GPU recommendations.

Model Guides Apr 2026

IBM Granite Code 34B Self-Hosted

IBM's Granite Code 34B is an enterprise-oriented coding model with Apache 2.0 licence - the cleanest commercial licence in the…

Model Guides Apr 2026

Hermes 3 Llama Self-Hosted

Nous Research's Hermes 3 fine-tunes of Llama 3 offer stronger agent and role-play behaviour than stock Llama. Hosting is identical…

Model Guides Apr 2026

Idefics3 Vision Model Self-Hosted

Hugging Face's Idefics3 is an 8B vision-language model trained for document understanding and multi-image reasoning.

Model Guides Apr 2026

InternLM 2.5 20B Deployment

Shanghai AI Lab's InternLM 2.5 20B is an under-discussed reasoning model that fits comfortably on a 24GB GPU at INT8.

Model Guides Apr 2026

Llama 3.2 Vision 11B on a Dedicated GPU

Meta's 11B vision-language model is the practical open-weights VLM for dedicated GPU hosting - here is what it takes to…

Model Guides Apr 2026

Llama 3.3 70B on RTX 6000 Pro

The 70B refresh from Meta runs at FP8 on a single 96GB card with serious concurrency headroom - the flagship…

Model Guides Apr 2026

Mistral Nemo 12B on a Dedicated GPU

Mistral Nemo 12B offers 128k context on a single mid-tier card - the practical long-context model for dedicated GPU hosting.

Model Guides Apr 2026

OLMo 2 Self-Hosted – Fully Open Weights and Data

Allen AI's OLMo 2 is one of the few truly open LLMs - weights, training data, and training code all…

Model Guides Apr 2026

Phi-3.5 MoE on a Dedicated GPU

Microsoft's Phi-3.5 MoE offers 42B total parameters with 6.6B active - strong quality with compute efficiency on a dedicated GPU.

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