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distilroberta-base-v4-gold-router – AI Model by atekrugis | AlphaNeural AI

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atekrugis/
distilroberta-base-v4-gold-router

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text-classification

intent-classification

text-embeddings-inference

endpoints_compatible

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DistilRoBERTa V4 Gold Router

This model is a high-precision intent router designed to classify user prompts into 6 distinct categories for LLM orchestration.

📊 Categories & Label Mapping

0: agentic (Weather, searches, real-time data)
1: coding (Programming tasks, debugging)
2: general (Chitchat, greetings, basic info)
3: math (Calculations, LaTeX, logic)
4: reasoning (Chain-of-thought, philosophy, deep analysis)
5: tool_calling (API structured requests)

🛠️ Training Details

Base Model: distilroberta-base
Dataset: V4 Gold Purified (approx. 46k rows)
Accuracy: 99.8% on validation set
Key Fixes: Resolved the "Reasoning Bias" found in V3 and stabilized against NaN gradient explosions.