whn09 d8f7a2e898 Neuron: PR #147 OpenAI server (+ /v1/completions, Neuron worker setup), offline bench, MoE fixes (#26, #27, #29)
- serve/: the minimal OpenAI-compatible server of deepseek-ai/DeepInfer#147,
  with a Neuron worker setup (basic mode env, per-rank NeuronCore, fixed KV
  pool via --num-kv-blocks, no MTP lookahead) and a /v1/completions endpoint
  (prompt text or token ids, no chat template): what vllm bench serve
  --backend openai drives, as vllm-neuron#71's run_bench.py does.
- examples/neuron/bench_neuron.py: the same TTFT/TPOT matrix offline.
- static MoE: one packed fp32 all-gather instead of three (each 64-rank
  collective is ~2 ms of fixed latency a layer); a capacity-grouped expert
  path for prefill chunks (DEEPINFER_NEURON_MOE_CAPACITY, dense rerun on
  overflow; not yet validated on device).
- Sub-region timings at split() boundaries under DEEPINFER_NEURON_REGION_TIMING.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-23 16:23:28 +08:00
..
eplb initial commit 2026-10-20 12:09:42 +08:00
input_metadata initial commit 2026-10-20 12:09:42 +08:00
layers Neuron sampler: skip the top-p/top-k bisection when no row filters (#27) 2026-10-23 12:05:16 +08:00
models Neuron: PR #147 OpenAI server (+ /v1/completions, Neuron worker setup), offline bench, MoE fixes (#26, #27, #29) 2026-10-23 16:23:28 +08:00
parallel_utils initial commit 2026-10-20 12:09:42 +08:00
__init__.py initial commit 2026-10-20 12:09:42 +08:00
layer_utils.py initial commit 2026-10-20 12:09:42 +08:00
model_loader.py Neuron: full DeepSeek-V4.1-Flash load + decode region graphs at EP=64 (issues #21, #25) 2026-10-23 01:39:22 +08:00
model_metadata_utils.py Neuron: prompt chunks through the decode region graphs (issue #26) 2026-10-23 03:19:56 +08:00
model_output.py initial commit 2026-10-20 12:09:42 +08:00
sampling_inputs.py initial commit 2026-10-20 12:09:42 +08:00
utils.py Neuron: static decode graphs, static-shape MoE, trn2 e4m3 fp8 (issues #9, #12, #24) 2026-10-22 11:59:37 +08:00