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volume2gym-railroad-1959-adapter
HarleyCooper/volume2gym-railroad-1959-adapter
volume2gym-railroad-1959-adapter is a machine learning model from HarleyCooper. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This package includes a Volume2Gym symbolic adapter generated from the proof-cycle training tasks and extracted source rule schema. The adapter is transparent rather than neural: adapterconfig.json records the trainer…
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Updated Jun 30, 2026
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At a glance
- Access
- Public
- Created
- Jun 30, 2026
- Updated
- Jun 30, 2026
- SHA
- 1f24fd20
Model card
From the Hugging Face model README
Volume2Gym Railroad Proof Model Card
Model Status
This package includes a Volume2Gym symbolic adapter generated from the
proof-cycle training tasks and extracted source rule schema. The adapter is
transparent rather than neural: adapter_config.json records the trainer and
source contract, while adapter_weights.json records rule, action, procedure,
condition, and terminology weights.
Behavior Target
The adapter answers source-grounded technical scenarios as structured JSON plus a final natural-language answer. It cites applicable rules, includes mandatory safety actions, avoids forbidden unsafe actions, preserves procedure order, and uses domain terminology.
Current Proof Result
- Baseline mean score: 0.00
- Adapter mean score: 1.00
- Absolute delta: 1.00
Limitations
This artifact is not a certified operating assistant and is not railroad-specific as a method. It is an auditable proof adapter for the Volume2Gym loop across manuals, textbooks, repair guides, codes, and technical volumes.
- Created
- Jun 30, 2026
- Updated
- Jun 30, 2026