Morph V3 Large

Morph V3 Large is a code-specialized model designed for precise code transformations and edits at scale with a 262K token context window.

Strengths

Delivers high accuracy on code modifications with throughput around 4,500 tokens per second, making it suitable for bulk code transformation tasks.

Best for

Automated code refactoring, bulk edits across codebases, and precise programmatic transformations where accuracy matters.

Limitations

Requires structured prompt formatting with XML-style instruction and code tags, and is optimized specifically for code tasks rather than general-purpose language work.