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lines changed Original file line number Diff line number Diff line change @@ -128,8 +128,25 @@ cd hanerma
128128pip install -e .
129129
130130# 2. Configure Credentials (.env)
131- HF_TOKEN=" your_huggingface_token"
132- HANERMA_MODEL=" Qwen/Qwen3-Coder-Next-FP8:together"
131+ HANERMA_MODEL=" hf/Qwen/Qwen3-Coder-Next-FP8:together" # Example default
132+
133+ # 3. Model Provider Configuration (Multi-Tenant)
134+ HANERMA supports three primary provider tiers. Use the prefixes below to route requests:
135+
136+ # ## ◈ Tier 1: Hugging Face (Cloud Hub)
137+ * ** Prefix** : ` hf/` or ` huggingface/` (or any string containing ` Qwen/` or ` :` )
138+ * ** Requirement** : ` HF_TOKEN` in ` .env`
139+ * ** Example** : ` hf/meta-llama/Llama-3.1-405B-Instruct`
140+
141+ # ## ◈ Tier 2: OpenRouter (Cloud Gateway)
142+ * ** Prefix** : ` openrouter/` or ` gpt-` or ` claude-`
143+ * ** Requirement** : ` OPENROUTER_API_KEY` in ` .env`
144+ * ** Example** : ` openrouter/anthropic/claude-3.5-sonnet`
145+
146+ # ## ◈ Tier 3: Local Reasoning (Edge)
147+ * ** Prefix** : ` local-` (or no prefix)
148+ * ** Requirement** : ` OLLAMA_ENDPOINT` (Default: ` http://localhost:11434/v1` )
149+ * ** Example** : ` local-llama3.1`
133150```
134151
135152## 📜 License
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