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Jesse Posner

PROFILE

Jesse Posner

Jesse Posner enhanced the chat workflow in the ggml-org/llama.cpp repository by implementing robust Step-3.5-Flash parsing and separating API reasoning content from outputs. Using C++ and Jinja, Jesse routed Step-3.5-Flash through the Nemotron v3 PEG parser to enable streaming and more reliable parameter parsing. The work included improvements to XML tool call detection, handling of thinking_forced_open scenarios, and removal of obsolete code to align XML processing across different model paths. Comprehensive unit tests were added to validate message handling, tool calls, and JSON schema responses, resulting in reduced latency and improved correctness for future feature development.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
302
Activity Months1

Work History

February 2026

1 Commits • 1 Features

Feb 1, 2026

February 2026 focused on hardening the chat workflow in ggml-org/llama.cpp, with emphasis on Step-3.5-Flash parsing, separation of API reasoning content from outputs, and more robust tool-call handling. Implemented detection improvements for Step-3.5-Flash XML tool calls, introduced thinking_forced_open handling, and routed Step-3.5-Flash through the Nemotron v3 PEG parser for streaming and robust parameter parsing. Added a dedicated test suite validating basic messages, tool calls with/without thinking content, optional closing tags, and JSON schema responses to ensure robustness across input scenarios. Removed dead thinking code and aligned XML handling across Qwen3-Coder and Nemotron paths to reduce misrouting and improve reliability. This work reduces latency in API responses, improves correctness of reasoning separation, and lays groundwork for future feature work.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture100.0%
Performance80.0%
AI Usage60.0%

Skills & Technologies

Programming Languages

C++Jinja

Technical Skills

API designback end developmenttemplate renderingunit testing

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

ggml-org/llama.cpp

Feb 2026 Feb 2026
1 Month active

Languages Used

C++Jinja

Technical Skills

API designback end developmenttemplate renderingunit testing