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toolathlonEval/
HarborIntent-Compact-Release

Name: HarborIntent-Compact-Release
Availability: InStock

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HarborIntent-Compact

HarborIntent-Compact is a small assistant-routing model designed for intent detection, slot extraction, and safe tool selection in customer-support workflows.

Release Evaluation

The release candidate was evaluated with the frozen HarborBench suite. All values are normalized to the range 0–1.

Capability	HarborIntent-Compact
Intent Accuracy	0.851
Slot F1	0.829
Entity Recall	0.824
Multi-turn Success	0.801
Tool-routing Accuracy	0.846
Groundedness	0.837
Safety Pass Rate	0.910
Response Conciseness	0.792

Intended Use

Use this model to route English-language support requests to a constrained set of approved tools. Review outputs before using them in high-impact decisions.

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python

from transformers import AutoModel, AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("HarborIntent-Compact-Release")
model = AutoModel.from_pretrained("HarborIntent-Compact-Release")

Limitations

The model is not designed for open-ended generation, medical advice, legal advice, or autonomous financial actions.

License

Apache-2.0.

toolathlonEval/HarborIntent-Compact-Release