Expert Coding Data Built for Frontier Standards

Structured datasets for reasoning, function calling, and real-world coding tasks. Start with sample data to validate fit before scaling to a full pack.

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Advancing reasoning and real-world coding

Turing’s coding data packs are designed to test and improve model performance across programming, function calling, and secure code generation. Each pack is curated with expert input to ensure reproducibility and research-grade standards.

Structured datasets for reasoning, function calling, and coding

Each data pack is available as a sample dataset. Samples are designed to validate scope and quality before engagement on full volumes.

OpenCodeReasoning

Competitive programming tasks to test structured reasoning in code generation.

Coding Reasoning

Complex coding prompts with rubric-based evaluation for reasoning fidelity. 

CoT Code Reasoning

Human-written prompts with chain-of-thought traces for stepwise coding tasks. 

Industry Specific Coding

Real-world scenarios across domains, designed to evaluate model performance in applied coding tasks.

Multimodality Coding

Python coding problems paired with multimodal inputs for cross-domain reasoning. 

Code + Function Calling Database

Python coding prompts with calibrated function-calling tasks for structured evaluation. 

Code Security Vulnerability

Data across major languages testing vulnerability detection and secure coding.

SWE Bench++

Expanded real-world coding benchmark tasks in the SWE-Bench format, validated for difficulty. 

Standards trusted by frontier AI labs

Accelerate real-world coding capability in your LLM

R&D-driven standards

Criteria and taxonomies aligned with research use.

Transparent, auditable pipelines

Trace every data point end-to-end.

Elite, domain-specific talent

PhDs, Olympiad-level specialists, and vetted SMEs.

Human-in-the-loop + AI feedback loops

Combined review to catch edge cases and ensure reproducibility.

Accelerate real-world coding capability in your LLM

Talk to our experts and explore how Turing can accelerate your coding, reasoning, and benchmark-driven research.

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Ready to expand your model capabilities with expert data packs?

Get data built for post-training improvement, from SWE-Bench-style issue sets to multimodal UI gyms.

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