Reading prefill and generation speeds
Understand what tokens per second measures before comparing LLM results on AMD GPUs.
Reviewed 2026-10-11Research guides
Read the configuration before comparing the numbers.
Comparing quantizations without losing model identity
Match the checkpoint, quantization and evaluation setup before interpreting a speed or quality trade-off.
Reviewed 2026-10-11Comparing multi-GPU LLM reports fairly
GPU count is only the beginning: check parallelization, model placement and the workload behind each result.
Reviewed 2026-10-11