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Model: aagzamov/support_router_ai
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---
language:
- en
library_name: transformers
pipeline_tag: text-generation
tags:
- support
- ticket-routing
- causal-lm
---
# support_router_ai
This repository contains a fully merged causal language model for support-ticket routing.
The model is intended to classify support requests into a structured JSON format:
```json
{
"category": "...",
"priority": "...",
"team": "...",
"needs_human": true,
"short_action": "..."
}
```
## Notes
- This is a merged model artifact, not a PEFT adapter.
- Inference is expected to run with `transformers` using deterministic generation settings.
- Prompting works best when input is passed in a chat-style template with explicit JSON-only instructions.
## Intended Use
- Support intake triage
- Ticket routing assistance
- Priority suggestion for customer support workflows
## Limitations
- Output quality depends on prompt format and data used during fine-tuning.
- The model can still produce malformed JSON in some cases; a parser fallback is recommended in production.