Local AI Registry

Recipe

qwen3-6-35b-a3b-heretic-nvfp4-dgx-spark-gb10-128gb-vllm-tp1

qwen3-6-35b-a3b-heretic-nvfp4-dgx-spark-gb10-128gb-vllm-tp1
JSON APIFind compatible recipes

Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.

Record

Status
candidate
Source
localmaxxing
Engine
vllm
Engine version
0.24.0+aeon.sm121a.dflash
Accelerators
1
Tensor parallel
1
Context tokens
229,376
Max concurrency
16
chat
unknown
reasoning
unknown
tools
unknown
vision
unknown

Hugging Face model card

Identity

https://huggingface.co/AEON-7/Qwen3.6-35B-A3B-heretic-NVFP4
Repository
AEON-7/Qwen3.6-35B-A3B-heretic-NVFP4
Status
known
Link type
Exact Hub repository

Public Hugging Face repository confirmed by the Hub API.

Candidate: useful compatibility or speed evidence. The registry does not offer Run until promotion requirements are met.

Observed configuration

vllm

Evidence only · candidate · reference

Candidate evidence — not a Run contract

Source
https://www.localmaxxing.com/en/runs/cmra7y5rm00zaqr010i30953s

Observed source tokens

Mechanical split of the source command. Unverified against the engine CLI. The registry does not offer Run for this recipe.

  1. vllm
  2. serve
  3. /model
  4. --served-model-name
  5. qwen36-35b-heretic
  6. qwen36-fast
  7. qwen36-deep
  8. --dtype
  9. auto
  10. --quantization
  11. compressed-tensors
  12. --kv-cache-dtype
  13. fp8_e4m3
  14. --attention-backend
  15. TRITON_ATTN
  16. --max-model-len
  17. 229376
  18. --max-num-seqs
  19. 16
  20. --max-num-batched-tokens
  21. 32768
  22. --gpu-memory-utilization
  23. 0.85
  24. --enable-chunked-prefill
  25. --enable-prefix-caching
  26. --generation-config
  27. vllm
  28. --reasoning-parser
  29. qwen3
  30. --tool-call-parser
  31. qwen3_coder
  32. --enable-auto-tool-choice
  33. --speculative-config
  34. {"method":"dflash","model":"/drafter","num_speculative_tokens":11,"attention_backend":"TRITON_ATTN"}
  35. --trust-remote-code
FlagValue
--served-model-nameqwen36-35b-heretic
--dtypeauto
--quantizationcompressed-tensors
--kv-cache-dtypefp8_e4m3
--attention-backendTRITON_ATTN
--max-model-len229376
--max-num-seqs16
--max-num-batched-tokens32768
--gpu-memory-utilization0.85
--generation-configvllm
--reasoning-parserqwen3
--tool-call-parserqwen3_coder
--speculative-config{"method":"dflash","model":"/drafter","num_speculative_tokens":11,"attention_backend":"TRITON_ATTN"}

Measured speed

ConcurrencyContextPrefillDecodeTTFT msStatusSweep
—229,376—286.2—observedqwen3-6-35b-a3b-heretic-nvfp4-dgx-spark-gb10-128gb-vllm-tp1-sweep

Remaining fields

Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.

hardware count
1
hardware id
dgx-spark-gb10-128gb
id
qwen3-6-35b-a3b-heretic-nvfp4-dgx-spark-gb10-128gb-vllm-tp1
model instance id
aeon-7-qwen3-6-35b-a3b-heretic-nvfp4--nvfp4
recipe source
localmaxxing
schema version
local-ai-registry/v1
speed sweep ids
qwen3-6-35b-a3b-heretic-nvfp4-dgx-spark-gb10-128gb-vllm-tp1-sweep
status
candidate

capabilities

draft launch

accelerator backend
nvidia
arguments
serve, --model, AEON-7/Qwen3.6-35B-A3B-heretic-NVFP4, --tensor-parallel-size, 1, --host, 0.0.0.0, --port, 8000, --max-model-len, 229376
container port
8,000
entrypoint
vllm
host port
8,000
image
vllm/vllm-openai@sha256:0a51ea5b4ae2dc5d81890e5173f54203d2a3ae0cfffe51b8fd2afd4391bfd967
ipc
host
kind
docker
shm size
16g
synthesized · generated at
2026-08-31T22:12:17Z
synthesized · image provenance
deepseek-fp8-rtx-pro-6000-blackwell-96gb-vllm-tp1
synthesized · template
vllm-openai-v1

mounts

read onlytarget
No/root/.cache/huggingface

engine

name
vllm
version
0.24.0+aeon.sm121a.dflash

serving

max concurrency
16
max context tokens
229,376
tensor parallel
1
Provenance & metadata (3)

facts

capabilities.chat · provenance · captured at
2026-08-30T09:26:09Z
capabilities.chat · reason capability-not-verified
capabilities.chat · state unknown
capabilities.reasoning · provenance · captured at
2026-08-30T09:26:09Z
capabilities.reasoning · reason capability-not-verified
capabilities.reasoning · state unknown
capabilities.tools · provenance · captured at
2026-08-30T09:26:09Z
capabilities.tools · reason capability-not-verified
capabilities.tools · state unknown
capabilities.vision · provenance · captured at
2026-08-30T09:26:09Z
capabilities.vision · reason capability-not-verified
capabilities.vision · state unknown
draft launch.entrypoint · provenance · captured at
2026-09-01T01:41:26Z
draft launch.entrypoint · reason linux-amd64-container-config-entrypoint
draft launch.entrypoint · state known
engine.graph mode · provenance · captured at
2026-08-30T09:26:09Z
engine.graph mode · reason runtime-detail-not-published
engine.graph mode · state unknown
serving.kv cache tokens · provenance · captured at
2026-08-30T09:26:09Z
serving.kv cache tokens · reason kv-cache-capacity-not-published
serving.kv cache tokens · state unknown
serving.max concurrency · provenance · captured at
2026-08-31T23:03:15Z
serving.max concurrency · reason server-capacity-derived-from-source-evidence
serving.max concurrency · state known

metadata

localmaxxing · backend
cuda
localmaxxing · batch size
8
localmaxxing · hardware label
GB10 Grace Blackwell
localmaxxing · notes
DGX Spark / NVIDIA GB10 local vLLM run. AEON base model served from /model with DFlash drafter from /drafter. Greedy completions benchmark after server warmup. Speculative metrics after run: 3961 drafts, 43571 draft tokens, 14707 accepted tokens (~33.75% accepted/draft-token rate). Workload: target_prompt=512, target_output=128, requests=8, successes=8, failures=0, avg_latency_s=3.363, p90_latency_s=3.501.
localmaxxing · observed command
vllm serve /model --served-model-name qwen36-35b-heretic qwen36-fast qwen36-deep --dtype auto --quantization compressed-tensors --kv-cache-dtype fp8_e4m3 --attention-backend TRITON_ATTN --max-model-len 229376 --max-num-seqs 16 --max-num-batched-tokens 32768 --gpu-memory-utilization 0.85 --enable-chunked-prefill --enable-prefix-caching --generation-config vllm --reasoning-parser qwen3 --tool-call-parser qwen3_coder --enable-auto-tool-choice --speculative-config '{"method":"dflash","model":"/drafter","num_speculative_tokens":11,"attention_backend":"TRITON_ATTN"}' --trust-remote-code
localmaxxing · run id
cmra7y5rm00zaqr010i30953s
localmaxxing · tokenized · arguments
vllm, serve, /model, --served-model-name, qwen36-35b-heretic, qwen36-fast, qwen36-deep, --dtype, auto, --quantization, compressed-tensors, --kv-cache-dtype, fp8_e4m3, --attention-backend, TRITON_ATTN, --max-model-len, 229376, --max-num-seqs, 16, --max-num-batched-tokens, 32768, --gpu-memory-utilization, 0.85, --enable-chunked-prefill, --enable-prefix-caching, --generation-config, vllm, --reasoning-parser, qwen3, --tool-call-parser, qwen3_coder, --enable-auto-tool-choice, --speculative-config, {"method":"dflash","model":"/drafter","num_speculative_tokens":11,"attention_backend":"TRITON_ATTN"}, --trust-remote-code
localmaxxing · tokenized · fidelity
faithful

provenance

captured at
2026-08-30T09:26:09Z

sources

captured atkindurl
2026-08-30T09:26:09Znormalized-recipewww.localmaxxing.com/en/runs/cmra7y5rm00zaqr010i30953s ↗