Update README: Remove agentic claims & update API docs
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README.md
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## Highlights
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* **MoE Architecture (102B / 12B):** Built on a Mixture-of-Experts architecture with **102B total / 12B active parameters**. This design delivers the knowledge depth of a massive model with the inference speed and cost-efficiency of a much smaller model.
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* **Agentic Specialist with Parallel Tool Calling:** Engineered to handle complex agentic workflows. It supports **Parallel Tool Calling**, allowing the model to generate multiple function calls in a single turn to execute tasks efficiently.
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* **Massive Training Scale:** Pre-trained on **19.7 trillion tokens**, ensuring broad knowledge coverage and robust reasoning capabilities across various domains.
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## Model Overview
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## Quickstart
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*Python code snippets and usage examples will be available upon the official release on December 31, 2025.*
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## Agentic Use & Parallel Tool Calling
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Solar Open excels at **Parallel Tool Calling**, enabling the model to request multiple actions simultaneously within a single turn. This reduces latency and improves the efficiency of AI agents.
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## Public API Access
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The official API service for Solar Open is scheduled to launch publicly on **January 1, 2026**.
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* **Access:** Upstage Console (Available starting Jan 1, 2026)
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* **Documentation:**
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## Citation
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If you use Solar Open in your research, please cite:
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## Highlights
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* **MoE Architecture (102B / 12B):** Built on a Mixture-of-Experts architecture with **102B total / 12B active parameters**. This design delivers the knowledge depth of a massive model with the inference speed and cost-efficiency of a much smaller model.
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* **Massive Training Scale:** Pre-trained on **19.7 trillion tokens**, ensuring broad knowledge coverage and robust reasoning capabilities across various domains.
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## Model Overview
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## Quickstart
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*Python code snippets and usage examples will be available upon the official release on December 31, 2025.*
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## Public API Access
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The official API service for Solar Open is scheduled to launch publicly on **January 1, 2026**.
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* **Access:** Upstage Console (Available starting Jan 1, 2026)
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* **Documentation:** Upstage Console (Available starting Jan 1, 2026)
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## Citation
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If you use Solar Open in your research, please cite:
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