We Open-Sourced a 322M Decision Model. Now Its API Is Free

说明与用途

HAL‑X AI 发布了开源决策模型 THX‑01，单次前向推理约 10 毫秒，支持 18 种语言，可通过无 API 密钥的免费接口使用，并可在手机上运行。

问题

Developers need fast, low‑cost decision‑making models for tasks like spam detection, ticket routing, and numeric extraction, but large LLMs add unnecessary latency and cost.

结果

THX‑01 outperforms Jev 1.13 with 98.4 % accuracy, 0.003 calibration error, and ~10 ms latency, while being 33× faster and fully open‑source.

工作流

• 1. Send a JSON request with state and questions to https://api.hal-x.ai/v1/systemone
• 2. THX‑01 processes the input and returns structured answers with calibrated probabilities
• 3. Consume the API response in your application or pipeline

证据

We benchmarked THX‑01 against TypeSafe Jev 1.13 using 2,843 multilingual support tickets across four languages.

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Accuracy 98.4% vs 97.4%

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Measured latency ~10 ms vs 331 ms

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No API key, no sign‑up, and no payment required.

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