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Speculative Decode

ASecurity

N-gram draft-then-verify for trading LLM text (NVIDIA FORMAT). Measure AL. Do not vendor TensorRT-LLM or train EAGLE. Slash: /speculative-decode.

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  • Added September 20, 2026
developmentpythonbash

Security analysis

A100/100

Scanned September 20, 2026

npx -y skills add IgorGanapolsky/trading --skill speculative-decode --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: speculative-decode
description: >
  N-gram draft-then-verify for trading LLM text (NVIDIA FORMAT). Measure AL.
  Do not vendor TensorRT-LLM or train EAGLE. Slash: /speculative-decode.
---

# Speculative decode (trading)

```bash
python scripts/speculative_decode.py --prefix "..." --corpus "..." --target "..." --D 7
python scripts/speculative_decode.py --choose-d --max-d 16 --prefix "..." --corpus "..." --target "..."
```

`AL` must be measured. `estimated_speedup` is null without AL. Does not override TradeGateway.

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