signalHacker News Show HN2026-10-05
Show HN: SRA-RiskGate-4B, Local LLM for stablecoin risk gating and disputes
SRA-RiskGate-4B is a 4B-parameter language model fine-tuned from Qwen3-4B-Instruct for stablecoin risk scoring, compliance verification, and dispute adjudication. It outputs approve, hold, or reject verdicts with structured reasoning and can run locally via Ollama, vLLM, SGLang, or Docker Model Runner.
- for who
- Stablecoin payment operators and developers needing local risk assessment and dispute resolution.
- what changes
- Risk and compliance checks can run on-device, reducing dependence on centralized services and enabling autonomous verdicts.
- to do
- Deploy SRA-RiskGate-4B locally via Ollama or vLLM and call its OpenAI-compatible API for risk verdicts.
key points
- 4B model fine-tuned from Qwen3-4B-Instruct on stablecoin risk bench
- Outputs approve, hold, reject verdicts with structured reasoning
- Runs locally via Ollama, vLLM, SGLang, Docker Model Runner
#stablecoin#local llm#risk management
score
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