Svelte5: 3,000 Training Pairs for MVC-S Architecture with Svelte 5 Runes

3,000 high-fidelity training pairs were generated by a Procedural Logic Synthesis Engine to train Large Language Models like Gemma 4 12B. The dataset focuses on the specialized MVC-S (Model-View-Controller-Svelte) architectural pattern using Svelte 5 Runes and PHPUnit. It was created by author Mungus451 and last updated on 2026-06-19.

Use Cases

• Fine-tuning code generation models for Svelte 5 applications based on the described MVC-S pattern.
• Training LLMs to understand and implement PHPUnit testing within a Svelte context as suggested by the description.
• Developing educational tools or assistants for the Svelte 5 framework and its Runes system.
• Researching procedural generation of training data for software engineering tasks.

Strengths

• Contains 3,000 high-fidelity training pairs, providing a substantial corpus for model training.
• Focuses on a specific, modern web development stack (Svelte 5 Runes, PHPUnit, MVC-S).
• Generated from 200 'Gold Standard' logical blueprints using a Procedural Logic Synthesis Engine, suggesting structured consistency.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for specific training needs.
• Description metadata is limited; actual data quality and format require manual inspection after download.

Provenance

Source

huggingface user Mungus451

Collection Method

Generated using a Procedural Logic Synthesis Engine based on 200 'Gold Standard' logical blueprints.

Freshness

Last updated 2026-06-19 02:23:51; freshness should be verified.