Parisian AI infrastructure startup Kog open-sources Laneformer 2B (2.3B-parameter code model) on Hugging Face, using Delayed Tensor Parallelism + 8-channel architecture, giving the Transformer architecture itself over to the inference engine, running 3000 tok/s single-request on 8×MI300X, 2100 tok/s on 8×H200, HumanEval+ 45.1%, MBPP+ 51.6%, weights released under Apache 2.0.