Gauntlet AI tested speculative decoding in vLLM on AMD Instinct MI300X and MI355X GPUs to enhance throughput by letting a draft component propose multiple future tokens and the target model verify them in one pass.
Published
Signal category
Technology & Infrastructure
Quote
“Speculative decoding in vLLM enhances throughput by letting a draft component propose multiple future tokens and the target model verify them in one pass.”
— Max Petrusenko|Gauntlet AI team
Company
Gauntlet AI
Your fastest path to becoming AI-first.
- Industry
- Software Development
- Location
- Austin, US
- Company size
- 91 employees
Gauntlet turns experienced engineers into production-ready AI operators not by teaching tools, but by rebuilding how they think about and ship software from the ground up. Building real systems, under real deadlines, observed from day one. For companies, we can train your existing team to build AI-native systems or place engineers you have seen perform through ten weeks of real production pressure, based on observed work instead of interviews, with no ramp, no pilot stall, and no gap between what was promised and what ships. For engineers and the companies that employ them, Gauntlet is a direct path to operating AI-first.