Mirrai Careers

Research Engineer - LLM Architecture

Company hidden

Paris, France Remote Full-time Posted 30+ days ago
We develop model architectures and inference systems together. Our work includes Laneformer 2B and Delayed Tensor Parallelism (DTP), a Transformer architecture that overlaps communication with useful computation and weight streaming. Our inference stack generates 3,500 tokens/s per request on 8 AMD MI300X GPUs and 2,100 tokens/s per request on 8 NVIDIA H200 GPUs, in FP16 at batch size 1, without quantization or speculative decoding. Our next challenge is to accelerate how new AI models are adapted and optimized for different GPU architectures. On the research side, we explore architectural…

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