CATEGORY // CODING & AGENT

Coding-task generation, multi-turn dialogue, and capability evaluation.

Overview Production
CATEGORYCoding & AgentDELIVERED1,000+ unitsEFFICIENCY100% achievementSTATUSOngoing since Mar 2026

01 / DATASET OVERVIEW

MULTIMODAL DATA

SCOPE & PURPOSE

The training task.

  • CODING TASKS
  • MULTI-TURN DIALOGUE
  • LLM EVALUATION

Covers coding-task generation + multi-turn dialogue + evaluation, plus the Vibe Coding project's standardized end-to-end workflow for rating LLM coding capability.

02 / DATASET PROFILE & TECHNICAL SIGNALS

SCOPE · SCALE · CONSTRUCTION
01DELIVERED
1,000+ units
02EFFICIENCY
100% achievement
03STATUS
Ongoing since Mar 2026
04WORKFLOW
End to end
Standardized Vibe Coding capability rating.

03 / DATA PRODUCTION & CONSTRUCTION

METHOD & WORKFLOW
  1. 01GENERATE

    Coding tasks

    Generate coding tasks for coding and agent evaluation.

  2. 02INTERACT

    Multi-turn dialogue

    Cover multi-turn dialogue in the coding-task workflow.

  3. 03EVALUATE

    Coding capability

    Evaluate LLM coding capability through the Vibe Coding project.

  4. 04STANDARDIZE

    End-to-end rating

    Follow the project's standardized end-to-end capability-rating workflow.

04 / COVERAGE & CAPABILITY MATRIX

TASKS · METHODS · APPLICATIONS
DIMENSIONCOVERAGE
01Task construction
Coding-task generation
02Interaction format
Multi-turn dialogue
03Evaluation scope
LLM coding capabilityCoding & Agent
04Production workflow
Vibe CodingStandardized end-to-end rating
Explore the production method

NEXT STEP