Best Jetbrains Local LLM

LM Studio provides the most user-friendly graphical interface for managing and running various quantized models, making it ideal for developers new to local LLMs. Pairing it with Mistral-7B offers a f...

For developers integrating LLMs into production-like local tools, vLLM offers superior throughput and advanced serving capabilities. While the setup is significantly more complex, it allows for highly...

This method involves compiling and integrating the core llama.cpp library directly into a custom tool or wrapper. It offers unparalleled control over memory management and CPU/GPU utilization, making...

Microsoft's Phi-3 Mini is renowned for achieving surprisingly high performance given its small parameter count. When run via Ollama, it offers excellent reasoning capabilities in a very lightweight pa...

Google's Gemma models provide a strong, open-weights alternative backed by Google's research. The 2B variant is extremely efficient, making it highly portable. While its coding specialization might tr...

Llama 3 8B represents a massive leap in general reasoning and instruction following for local models. While not exclusively a coding model, its superior coherence and ability to follow complex, multi-...

Mixtral provides massive effective parameter count and superior context handling due to its Mixture-of-Experts (MoE) architecture. This makes it phenomenal for understanding very large codebases or co...

This model remains a benchmark for code generation specifically. The 13B variant offers a significant step up in code quality and complexity handling compared to the 7B version. It excels at generatin...

DeepSeek Coder is highly regarded in academic circles for its strong performance across a wide array of programming languages. It often provides superior accuracy in understanding niche or complex lan...

StarCoder2, developed by Hugging Face/ServiceNow, is built with a massive, diverse dataset, giving it unparalleled breadth in understanding code patterns. While integration might require more manual s...

This advanced configuration involves connecting the JetBrains AI Assistant to a locally hosted model (like those run via Ollama). It merges the superior IDE understanding of JetBrains with the absolut...

For the absolute minimum resource requirement, TinyLlama is unmatched. It runs incredibly fast, even on low-power CPUs, making it perfect for simple, real-time autocomplete suggestions where latency i...

This specific variant, accessed via LM Studio, is tuned for instruction following, making it excellent for chat-style interactions within the IDE (e.g., 'Explain this block of code'). It's a great fal...

CodeGeeX is a highly capable, commercially backed model series. While official integration might be complex, running local versions provides robust, multi-language code completion that rivals the top...