
Roman Khaidurov developed and extended core evaluation and fine-tuning features for the togethercomputer/together-python repository over a three-month period. He built an evaluation API supporting classification, scoring, and comparison workflows, integrating robust CSV handling and comprehensive unit tests to ensure reliability. Roman also implemented fine-tuning job deletion across both CLI and API, introducing standardized response types for clarity. To enhance extensibility, he enabled external model integration in evaluation pipelines by updating CLI options and configuration, allowing seamless use of external model endpoints. His work demonstrated depth in Python, API development, and CLI tooling, delivering maintainable, vendor-agnostic solutions for model evaluation.

External Model Integration in Evaluation: Added CLI options and config updates to allow external base URLs for judge and evaluated models, enabling integration with external model services. This is implemented in togethercomputer/together-python (commit 5b93703e94d7dc05144322fbcc4bea15217065c4, #368). Impact: expands evaluation capabilities, reduces internal-model coupling, and enables future external model partnerships. Skills: CLI/config design, Python evaluation pipeline, and end-to-end traceability.
External Model Integration in Evaluation: Added CLI options and config updates to allow external base URLs for judge and evaluated models, enabling integration with external model services. This is implemented in togethercomputer/together-python (commit 5b93703e94d7dc05144322fbcc4bea15217065c4, #368). Impact: expands evaluation capabilities, reduces internal-model coupling, and enables future external model partnerships. Skills: CLI/config design, Python evaluation pipeline, and end-to-end traceability.
September 2025 monthly summary for repository togethercomputer/together-python focusing on feature delivery and operational improvements. Delivered Delete Fine-tuning Jobs feature across CLI and API, enabling users to delete fine-tuning jobs from both interfaces and supporting synchronous and asynchronous deletion flows. Introduced FinetuneDeleteResponse type to standardize responses and improve API clarity.
September 2025 monthly summary for repository togethercomputer/together-python focusing on feature delivery and operational improvements. Delivered Delete Fine-tuning Jobs feature across CLI and API, enabling users to delete fine-tuning jobs from both interfaces and supporting synchronous and asynchronous deletion flows. Introduced FinetuneDeleteResponse type to standardize responses and improve API clarity.
July 2025: Implemented Together Python client: Evaluation API and CSV support. Added end-to-end evaluation jobs workflow (create, list, retrieve, status) with support for classification, scoring, and comparison evaluations, plus robust CSV data handling and comprehensive unit tests for the new functionality. Commit reference: 2e349449b63a1d67b85953d785fbabd94e6ce6e9 (Add support for evals API (#339)).
July 2025: Implemented Together Python client: Evaluation API and CSV support. Added end-to-end evaluation jobs workflow (create, list, retrieve, status) with support for classification, scoring, and comparison evaluations, plus robust CSV data handling and comprehensive unit tests for the new functionality. Commit reference: 2e349449b63a1d67b85953d785fbabd94e6ce6e9 (Add support for evals API (#339)).
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