Verified reference stack
Developer — Private Code Review — RTX 4070
Ollama distributes the Qwen2.5-Coder 7B package at about 4.7 GB; 12 GB VRAM offers strong margin for local review tasks.
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Open tool profile →Ollama
Open runtime profile →Qwen2.5-Coder-7B-Instruct
Open model profile →Local model provider configuration
Apache-2.0
Evidence
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Put this reference stack in context
A reference configuration is most useful when you compare it with alternatives and then apply your own hard constraints.
Freshness rule: Material changes set this stack to REVALIDATION_REQUIRED.