Best Jetbrains Self Hosted AI

vLLM is not a model itself, but a state-of-the-art high-throughput serving engine. For enterprise-grade self-hosting, this is often the gold standard. It excels at managing batching and continuous batching, maximizing GPU utilization when serving multiple requests simultaneously. While it requires m...

Llama 3 8B represents a significant leap in general model coherence and reasoning. When self-hosted, it offers a highly capable assistant for various coding tasks, often surpassing older specialized models. Its strong performance across benchmarks makes it a reliable default choice. Deployment is be...

Ollama provides an incredibly streamlined interface for downloading and running various open-source LLMs, making CodeLlama instantly accessible. Pairing it with CodeLlama offers state-of-the-art code generation capabilities right on your machine. It is highly favored for its simplicity and rapid ite...

The Mistral 7B Instruct model, available in GGUF format, represents a fantastic entry point into self-hosted LLMs. Its relatively small size (7 billion parameters) makes it manageable on consumer hardware, while its instruction-tuned nature allows it to effectively respond to a wide range of prompts...

Mixtral is famous for its Mixture-of-Experts (MoE) architecture, allowing it to achieve performance rivaling much larger models while maintaining reasonable inference speeds when self-hosted. Running this model locally provides a massive boost in coding assistance, especially for understanding compl...

DeepSeek Coder models are highly regarded in academic and professional circles specifically for their coding proficiency across multiple languages. When self-hosted, they provide deep, reliable suggestions for syntax, structure, and logic. They are a strong alternative to CodeLlama, often excelling...

Magicoder-S-DS-6.7B is a 6.7-billion-parameter code generation model optimized for self-hosted deployment and used by JetBrains as the backend for local AI features in its IDEs.

While Mistral is known for its API, deploying their models (or compatible variants) locally via dedicated infrastructure is a top-tier choice for performance. Their models are highly regarded for their reasoning capabilities and instruction following. Self-hosting requires setting up a dedicated inf...

WizardCoder-15B-V1.0 is a 15-billion-parameter code model based on CodeLlama-13B-Instruct and fine-tuned via Evol-Instruct for JetBrains' self-hosted AI Assistant.

PrivateGPT facilitates the creation of self-hosted AI assistants using local large language models. It indexes personal documents, creating a vector database to power question answering. This tool is valuable for developers needing private, offline access to information and customized AI application...

Zephyr 7B is a highly optimized, conversational model built upon Mistral 7B. It excels in code generation and understanding, offering a surprisingly powerful experience for its size. Its streamlined architecture and focus on chat-style interactions make it ideal for interactive coding assistance wit...

The Mistral Large GGUF variant offers a compelling balance of performance and efficiency for self-hosting. Optimized for inference on consumer GPUs, it delivers impressive text generation capabilities while maintaining a relatively manageable memory footprint. Its strong reasoning skills make it su...

This specific, highly optimized file format (GGUF) of the Mistral 7B model is the most accessible entry point for beginners. By using a quantized version, you drastically reduce VRAM requirements while retaining most of the model's intelligence. It's the perfect 'first AI assistant' for developers w...

Phi-3-mini-4k-instruct is a 3.8-billion-parameter instruction-tuned language model developed by Microsoft that JetBrains supports for self-hosted AI assistant integration in its IDEs.

As JetBrains continues to push local AI capabilities, utilizing their official self-hosted or local endpoint configurations within the AI Assistant plugin is the most future-proof route. This method ensures the AI features are deeply integrated into the IDE's core workflows, providing a seamless exp...

The original Code Llama models remain a highly stable and reliable baseline for code generation. While newer models have emerged, the foundational Code Llama versions are excellent for developers who prefer sticking to a known, highly specialized, and well-documented coding model. It serves as a dep...

Colima is a tool designed for developers seeking to run Kubernetes clusters directly on their machines. It facilitates local development and experimentation with large language models by offering a streamlined Docker-based environment. Users benefit from simplified cluster management ideal for those...

WizardLM 7B is a large language model developed by JetBrains. Trained using the Evol-Instruct method, it excels at conversational tasks and responding to intricate instructions. This model is suitable for developers and researchers creating interactive AI applications and exploring advanced dialogue...

TinyLlama 1.1B is a remarkably compact and efficient LLM, designed for resource-constrained environments. While smaller than other models, it still demonstrates impressive code generation capabilities and can be effectively utilized for basic coding assistance within JetBrains IDEs. Its low memory f...

OpenLLaMA 3B is an open source large language model based on the LLaMA architecture. It’s notable for providing a self-hosted option suitable for academic research and experimentation. Developers, researchers, and institutions needing a customizable LLM without relying on proprietary models can util...

RedPajama-INCITE-3B-Instruct is an open source large language model built by JetBrains. It’s notable for its instruction-tuned design, enabling effective use in research and academic settings. This self-hosted model provides a viable option for individuals and institutions needing a powerful AI tool...