Qwen 2.5 Coder 7B Instruct

Qwen 2.5 Coder 7B Instruct is a 7-billion-parameter code-focused model from Alibaba's Qwen team, released November 2024. At this size class it targets IDE-level autocomplete latency rather than architect-level reasoning — HumanEval scores are competitive with DeepSeek Coder 6.7B and StarCoder2 7B, making it a credible alternative when you benchmark on your own completion corpus. The 131K context window is generous for a model this small, letting you pass meaningful file-level context without chunking. Pricing across hosted providers typically lands well under $0.20 per million tokens, which makes tab-completion-at-scale economically viable. Released under the Qwen license; review commercial-use terms before production deployment.