"sweep": "HIP_VISIBLE_DEVICES=1 PYTHONPATH=. python3 scripts/qwen35_concurrency_decode_sweep.py --model /models/hipengine/Qwen3.6-35B-A3B-PARO-full4096-e5-packed-MTP ...
So before duration is even on the table, stock vLLM fails self-hosting three ways: it OOMs at boot (the audio encoder budget scales with max_model_len and starves decoder KV), it freezes silently on a ...
Abstract: Within a digital system the information is represented by means of binary digits, also known as “bits”, and most frequently they have the meaning of numbers. In order to show the value of a ...
Abstract: To enhance the performance of short low-density parity-check (LDPC) codes, we introduce an innovative hybrid decoder that seamlessly integrates belief propagation (BP) with ordered ...
# Benchmark prefill throughput on Qwen2.5-72B-Instruct with TP=2 and concurrency sweep. # 5 settings x 8 concurrency levels = 40 data points. # Prefill server: GPU 0,1 (TP=2); Decode server: GPU 2,3 ...
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