> For the complete documentation index, see [llms.txt](https://asterai.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://asterai.gitbook.io/docs/ai-training-models.md).

# AI Training Models

How Aster AI Interprets & Predicts Market Movements

To identify high-probability trades and uncover market inefficiencies, Aster AI integrates advanced machine learning models alongside custom-finetuned LLMs. These models are optimized specifically for the BNB Smart Chain (BSC), enabling hyper-relevant insights and predictive power in a fast-moving ecosystem.

<figure><img src="https://1294219781-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FzddGk0WwaJKM3Bh3V6Hz%2Fuploads%2FWEefdIpvEL0HnGwysqla%2FOrder_05.png?alt=media&amp;token=e048c2fd-9de8-41e7-b4c7-c79b7af2f855" alt=""><figcaption></figcaption></figure>

**Self-Finetuned Large Language Models (LLMs)**

Aster AI utilizes its own finetuned LLM stack, supported by OpenAI, Deepseek, and Claude. These models have been adapted to better understand BSC dynamics, token-specific contexts, and real-time DeFi trends—delivering sharper, chain-aware intelligence that goes beyond generic LLM output.

**Core AI Models in Aster AI**

* **AI16Z (Quantitative Market Prediction)** – A hedge fund-grade model trained to detect high-value trading patterns, pricing inefficiencies, and cross-DEX arbitrage setups.
* **OpenAI GPT, Deepseek & Claude (Social Sentiment Analysis)** – Analyzes millions of social data points from X (Twitter), Telegram, and Discord to detect early community traction and token hype cycles.
* **Gemini AI (Technical & Volume Analysis)** – Uses advanced indicators such as EMA, MACD, and liquidity depth metrics to forecast short-term and long-term market trends with precision.
* **Graph Neural Networks (GNNs) (Smart Money & Whale Tracking)** – Categorizes wallet behavior based on on-chain activity, distinguishing between accumulation, distribution, and potential wash trading.

**Real-Time On-Chain Data Aggregation**

* **GMGN** – Supplies granular blockchain intelligence, such as top token movers, large wallet flows, and liquidity shifts.
* **DEXScreener** – Monitors real-time trading activity across decentralized exchanges, delivering up-to-date metrics on liquidity, pricing, and token breakouts.

By combining quantitative modeling with sentiment-driven insights, Aster AI anticipates market shifts before they happen, allowing traders to enter early and exit at peak efficiency.

<br>