Arcee AI: Coder Large

Arcee AI: Coder-Large is a powerful 32-billion-parameter model, an offspring of Qwen 2.5-Instruct, specifically fine-tuned for coding tasks. It excels in multi-file refactoring and long diff reviews thanks to its generous 32k context window. The model understands over 30 programming languages, with a particular focus on TypeScript, Go, and Terraform, making it a versatile tool for developers. Internal benchmarks demonstrate significant performance gains (5–8 pt) over CodeLlama-34B-Python on HumanEval and competitive BugFix scores, partly due to a reinforcement pass that prioritizes compilable output. Coder-Large emits structured explanations alongside code blocks by default, making it ideal for educational tools and production copilot scenarios. With a maximum output of 4K tokens and competitive pricing ($0.50/$0.80 per 1M tokens input/output), it offers a cost-effective solution for scalable interactive coding. Access this STARTER tier model on Multi AI.