| Qwen3.8-27B · vLLM · NVFP4 + MTP · conc-128 |
vLLM + MTP |
NVFP4 |
65536 |
128 |
351.2 |
done |
2026-08-21 03:48 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 · conc-128 |
vLLM |
NVFP4 |
65536 |
128 |
346.2 |
done |
2026-08-21 03:48 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 + MTP · conc-64 |
vLLM + MTP |
NVFP4 |
65536 |
64 |
324.1 |
done |
2026-08-21 03:13 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 · conc-64 |
vLLM |
NVFP4 |
65536 |
64 |
283.7 |
done |
2026-08-21 03:13 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 + MTP · conc-16 |
vLLM + MTP |
NVFP4 |
65536 |
16 |
195.0 |
done |
2026-08-21 02:33 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 · conc-16 |
vLLM |
NVFP4 |
65536 |
16 |
128.6 |
done |
2026-08-21 02:33 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 + MTP · conc-4 |
vLLM + MTP |
NVFP4 |
65536 |
4 |
70.7 |
done |
2026-08-21 01:49 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 · conc-4 |
vLLM |
NVFP4 |
65536 |
4 |
38.6 |
done |
2026-08-21 01:49 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 + MTP · conc-2 |
vLLM + MTP |
NVFP4 |
65536 |
2 |
39.0 |
done |
2026-08-21 01:06 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 · conc-2 |
vLLM |
NVFP4 |
65536 |
2 |
20.1 |
done |
2026-08-21 01:06 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DSpark · conc-32 |
SGLang + DSpark |
NVFP4 |
262144 |
32 |
— |
blocked |
2026-08-20 05:25 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DSpark · conc-16 |
SGLang + DSpark |
NVFP4 |
262144 |
16 |
— |
blocked |
2026-08-20 05:25 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DFlash2 · conc-8 |
SGLang + DFlash2 |
NVFP4 |
262144 |
8 |
— |
blocked |
2026-08-20 05:25 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DFlash2 · conc-32 |
SGLang + DFlash2 |
NVFP4 |
262144 |
32 |
— |
blocked |
2026-08-20 05:25 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DFlash2 · conc-16 |
SGLang + DFlash2 |
NVFP4 |
262144 |
16 |
— |
blocked |
2026-08-20 05:25 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DFlash2 · conc-4 |
SGLang + DFlash2 |
NVFP4 |
262144 |
4 |
85.1 |
done |
2026-08-20 05:24 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DFlash2 · conc-2 |
SGLang + DFlash2 |
NVFP4 |
262144 |
2 |
56.2 |
done |
2026-08-20 05:16 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DFlash2 · conc-1 |
SGLang + DFlash2 |
NVFP4 |
262144 |
1 |
30.0 |
done |
2026-08-20 05:04 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DSpark · conc-8 |
SGLang + DSpark |
NVFP4 |
262144 |
8 |
118.3 |
done |
2026-08-20 04:46 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DSpark · conc-4 |
SGLang + DSpark |
NVFP4 |
262144 |
4 |
75.5 |
done |
2026-08-20 04:17 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DSpark · conc-2 |
SGLang + DSpark |
NVFP4 |
262144 |
2 |
43.4 |
done |
2026-08-20 03:46 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DSpark · conc-1 |
SGLang + DSpark |
NVFP4 |
262144 |
1 |
23.4 |
done |
2026-08-20 03:31 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 + MTP · conc-8 |
vLLM + MTP |
NVFP4 |
65536 |
8 |
126.7 |
done |
2026-08-15 12:39 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 · conc-8 |
vLLM |
NVFP4 |
65536 |
8 |
75.0 |
done |
2026-08-15 12:39 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 + MTP · conc-1 |
vLLM + MTP |
NVFP4 |
65536 |
1 |
21.4 |
done |
2026-08-15 11:56 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 · conc-1 |
vLLM |
NVFP4 |
65536 |
1 |
11.2 |
done |
2026-08-15 11:56 +0800 |
| Qwen3.8-27B · vLLM · FP8 + MTP |
vLLM + MTP |
FP8 |
65536 |
32 |
203.0 |
done |
2026-08-15 11:13 +0800 |
| Qwen3.8-27B · vLLM · FP8 (official) |
vLLM |
FP8 |
65536 |
32 |
143.9 |
done |
2026-08-15 10:50 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 + MTP |
vLLM + MTP |
NVFP4 |
65536 |
32 |
274.7 |
done |
2026-08-15 10:23 +0800 |
| Qwen3.8-27B · vLLM · NVFP4 |
vLLM |
NVFP4 |
65536 |
32 |
210.0 |
done |
2026-08-15 10:01 +0800 |
| Qwen3.6-35B-A3B · vLLM-ultimate (AEON) · NVFP4 + DFlash · conc 128 (memory ceiling — watchdog trip) |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash @31977fbe small-page rev, num_speculative_tokens 11) |
NVFP4 (modelopt_mixed — W4A16_NVFP4 experts + FP8 GDN gates) |
65536 |
128 |
425.7 |
done |
2026-07-04 14:17 +0800 |
| Qwen3.6-35B-A3B · vLLM-ultimate (AEON) · NVFP4 + DFlash · conc 64 |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash @31977fbe small-page rev, num_speculative_tokens 11) |
NVFP4 (modelopt_mixed — W4A16_NVFP4 experts + FP8 GDN gates) |
65536 |
64 |
420.4 |
done |
2026-07-04 14:11 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 · conc 128 |
vLLM |
NVFP4 |
65536 |
128 |
675.9 |
done |
2026-07-04 13:50 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 · conc 64 |
vLLM |
NVFP4 |
65536 |
64 |
547.9 |
done |
2026-07-04 13:41 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 + MTP · conc 128 (the knee) |
vLLM + MTP |
NVFP4 |
65536 |
128 |
749.9 |
done |
2026-07-04 12:31 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 + MTP · conc 64 |
vLLM + MTP |
NVFP4 |
65536 |
64 |
670.8 |
done |
2026-07-04 12:09 +0800 |
| Qwen3.6-35B-A3B · vLLM-ultimate (AEON) · NVFP4 + DFlash · conc 1 |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash @31977fbe small-page rev, num_speculative_tokens 11) |
NVFP4 (modelopt_mixed — W4A16_NVFP4 experts + FP8 GDN gates) |
65536 |
1 |
99.8 |
done |
2026-07-02 07:21 +0800 |
| Qwen3.6-35B-A3B · vLLM-ultimate (AEON) · NVFP4 + DFlash · conc 8 |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash @31977fbe small-page rev, num_speculative_tokens 11) |
NVFP4 (modelopt_mixed — W4A16_NVFP4 experts + FP8 GDN gates) |
65536 |
8 |
267.4 |
done |
2026-07-02 07:21 +0800 |
| Qwen3.6-35B-A3B · vLLM-ultimate (AEON) · NVFP4 + DFlash · conc 4 |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash @31977fbe small-page rev, num_speculative_tokens 11) |
NVFP4 (modelopt_mixed — W4A16_NVFP4 experts + FP8 GDN gates) |
65536 |
4 |
210.7 |
done |
2026-07-02 07:21 +0800 |
| Qwen3.6-35B-A3B · vLLM-ultimate (AEON) · NVFP4 + DFlash · conc 32 |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash @31977fbe small-page rev, num_speculative_tokens 11) |
NVFP4 (modelopt_mixed — W4A16_NVFP4 experts + FP8 GDN gates) |
65536 |
32 |
407.1 |
done |
2026-07-02 07:21 +0800 |
| Qwen3.6-35B-A3B · vLLM-ultimate (AEON) · NVFP4 + DFlash · conc 2 |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash @31977fbe small-page rev, num_speculative_tokens 11) |
NVFP4 (modelopt_mixed — W4A16_NVFP4 experts + FP8 GDN gates) |
65536 |
2 |
151.3 |
done |
2026-07-02 07:21 +0800 |
| Qwen3.6-35B-A3B · vLLM-ultimate (AEON) · NVFP4 + DFlash · conc 16 |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash @31977fbe small-page rev, num_speculative_tokens 11) |
NVFP4 (modelopt_mixed — W4A16_NVFP4 experts + FP8 GDN gates) |
65536 |
16 |
340.2 |
done |
2026-07-02 07:21 +0800 |
| Qwen3.6-27B · vLLM · NVFP4 + MTP · conc 16 |
vLLM + MTP (num_speculative_tokens=3) |
NVFP4 |
65536 |
16 |
192.2 |
done |
2026-07-01 23:54 +0800 |
| Qwen3.6-27B · vLLM · NVFP4 + MTP · conc 4 |
vLLM + MTP (num_speculative_tokens=3) |
NVFP4 |
65536 |
4 |
67.8 |
done |
2026-07-01 23:35 +0800 |
| Qwen3.6-27B · vLLM · NVFP4 + MTP · conc 2 |
vLLM + MTP (num_speculative_tokens=3) |
NVFP4 |
65536 |
2 |
35.7 |
done |
2026-07-01 23:14 +0800 |
| Qwen3.6-27B · vLLM · NVFP4 · conc 16 |
vLLM |
NVFP4 |
65536 |
16 |
116.6 |
done |
2026-07-01 22:58 +0800 |
| Qwen3.6-27B · vLLM · NVFP4 · conc 8 |
vLLM |
NVFP4 |
65536 |
8 |
67.1 |
done |
2026-07-01 22:32 +0800 |
| Qwen3.6-27B · vLLM · NVFP4 · conc 4 |
vLLM |
NVFP4 |
65536 |
4 |
35.5 |
done |
2026-07-01 22:16 +0800 |
| Qwen3.6-27B · vLLM · NVFP4 · conc 2 |
vLLM |
NVFP4 |
65536 |
2 |
18.1 |
done |
2026-07-01 22:00 +0800 |
| Qwen3.6-27B · vLLM · NVFP4 · conc 1 |
vLLM |
NVFP4 |
65536 |
1 |
9.3 |
done |
2026-07-01 21:44 +0800 |
| Qwen3-Coder-30B-A3B · DDTree vs DFlash · HumanEval (coding workload) · single-stream |
DDTree research harness (github.com/liranringel/ddtree, PyTorch + transformers, batch-1) + DDTree tree draft (budgets 64/256) vs single-line DFlash — z-lab/Qwen3-Coder-30B-A3B-DFlash, block_size 16 |
BF16 (harness loads the unquantized target via AutoModelForCausalLM) |
4096 |
1 |
49.3 |
done |
2026-07-01 21:26 +0800 |
| Qwen3-Coder-30B-A3B · DDTree vs DFlash vs autoregressive · single-stream (batch-1) |
DDTree research harness (github.com/liranringel/ddtree, PyTorch + transformers, batch-1) + DDTree tree draft (budgets 64/256) vs single-line DFlash — z-lab/Qwen3-Coder-30B-A3B-DFlash, block_size 16 |
BF16 (harness loads the unquantized target via AutoModelForCausalLM) |
4096 |
1 |
20.8 |
done |
2026-07-01 21:13 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 · conc 16 |
vLLM |
NVFP4 |
65536 |
16 |
332.4 |
done |
2026-07-01 14:58 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 · conc 8 |
vLLM |
NVFP4 |
65536 |
8 |
241.8 |
done |
2026-07-01 14:39 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 · conc 4 |
vLLM |
NVFP4 |
65536 |
4 |
173.8 |
done |
2026-07-01 14:24 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 · conc 2 |
vLLM |
NVFP4 |
65536 |
2 |
113.2 |
done |
2026-07-01 14:07 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 · conc 1 |
vLLM |
NVFP4 |
65536 |
1 |
74.7 |
done |
2026-07-01 13:50 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 + MTP · conc 16 |
vLLM + MTP |
NVFP4 |
65536 |
16 |
433.3 |
done |
2026-07-01 12:54 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 + MTP · conc 4 |
vLLM + MTP |
NVFP4 |
65536 |
4 |
232.4 |
done |
2026-07-01 12:37 +0800 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 + MTP · conc 2 |
vLLM + MTP |
NVFP4 |
65536 |
2 |
161.2 |
done |
2026-07-01 12:20 +0800 |
| Qwen3.6-35B-A3B · DDTree (Diffusion Draft Tree) · BLOCKED (hybrid GDN cache) |
DDTree research harness (github.com/liranringel/ddtree, PyTorch + transformers, batch-1) + DDTree — tree draft over the z-lab/Qwen3.6-35B-A3B-DFlash block-diffusion drafter |
BF16 (harness loads the unquantized target via AutoModelForCausalLM) |
4096 |
1 |
— |
blocked |
2026-07-01 |
| Qwen3.6-27B (dense) · DDTree (Diffusion Draft Tree) · BLOCKED (hybrid GDN cache) |
DDTree research harness (github.com/liranringel/ddtree, PyTorch + transformers, batch-1) + DDTree — tree draft over the z-lab/Qwen3.6-27B-DFlash block-diffusion drafter |
BF16 (harness loads the unquantized target via AutoModelForCausalLM) |
4096 |
1 |
— |
blocked |
2026-07-01 |
| Qwen3.6-35B-A3B-heretic (AEON) · vLLM-ultimate · NVFP4 + DFlash · conc 1/8/32 |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash @31977fbe small-page rev, num_speculative_tokens 11) |
NVFP4 (compressed-tensors, nvfp4-pack-quantized — GDN gates kept in BF16) |
40960 |
1 |
77.6 |
done |
2026-06-28 20:52 +0800 |
| Ornith-1.0-35B AEON Uncensored · vLLM (aeon-ultimate) · NVFP4 + DFlash · conc 1 — BLOCKED |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash, num_speculative_tokens 6) — BLOCKED at KV unification |
NVFP4 (compressed-tensors, nvfp4-pack-quantized) |
262144 |
1 |
— |
blocked |
2026-06-28 16:13 +0800 |
| Ornith-1.0-35B AEON Uncensored · vLLM (aeon-ultimate) · NVFP4 · conc 32 |
vLLM (aeon-vllm-ultimate custom container) + none (DFlash OFF — see the dflash-blocked page; DFlash trips hybrid+draft KV unification) |
NVFP4 (compressed-tensors, nvfp4-pack-quantized) |
32768 |
32 |
422.1 |
done |
2026-06-28 16:13 +0800 |
| Ornith-1.0-35B AEON Uncensored · vLLM (aeon-ultimate) · NVFP4 · conc 1 (256K ctx) |
vLLM (aeon-vllm-ultimate custom container) + none (DFlash OFF — DFlash trips hybrid+draft KV unification, see dflash-blocked page) |
NVFP4 (compressed-tensors, nvfp4-pack-quantized) |
262144 |
1 |
37.7 |
done |
2026-06-28 16:13 +0800 |
| Qwen3.5-122B-A10B · vLLM · int4-AutoRound-EC + DFlash · conc 8 |
vLLM + DFlash (z-lab drafter, rev 6c7242c pinned) |
int4-AutoRound-EC |
262144 |
8 |
107.4 |
done |
2026-06-24 08:07 +0800 |
| Qwen3.6-27B AEON Uncensored · vLLM-ultimate (custom) · NVFP4 + DFlash · conc 32 |
vLLM (aeon-vllm-ultimate custom container) + DFlash (z-lab drafter, num_speculative_tokens 12) |
NVFP4 (XS mixed-precision) |
65536 |
32 |
184.2 |
done |
2026-06-24 01:35 +0800 |
| Qwen3.6-27B AEON Uncensored · vLLM-ultimate (custom) · NVFP4 + DFlash · conc 8 |
vLLM (aeon-vllm-ultimate custom container) + DFlash (z-lab drafter, num_speculative_tokens 12) |
NVFP4 (XS mixed-precision) |
65536 |
8 |
127.1 |
done |
2026-06-24 01:11 +0800 |
| Qwen3.6-27B AEON Uncensored · vLLM-ultimate (custom) · NVFP4 + DFlash · conc 1 |
vLLM (aeon-vllm-ultimate custom container) + DFlash (z-lab drafter, num_speculative_tokens 12) |
NVFP4 (XS mixed-precision) |
65536 |
1 |
29.9 |
done |
2026-06-24 00:47 +0800 |
| Qwen3.5-122B-A10B · vLLM · int4-AutoRound-EC · conc 8 |
vLLM |
int4-AutoRound-EC |
262144 |
8 |
85.5 |
done |
2026-06-23 14:54 +08 |
| Qwen3.6-27B AEON Uncensored · vLLM · NVFP4 + MTP (XS) · conc 1 |
vLLM + MTP (qwen3_5_mtp, grafted) |
NVFP4 (XS mixed-precision) |
65536 |
1 |
19.6 |
done |
2026-06-23 14:24 +08 |
| Qwen3.6-27B AEON Uncensored · vLLM · NVFP4 + MTP (XS) · conc 8 |
vLLM + MTP (qwen3_5_mtp, grafted) |
NVFP4 (XS mixed-precision) |
65536 |
8 |
127.5 |
done |
2026-06-23 14:11 +08 |
| Qwen3.6-27B AEON Uncensored · vLLM · NVFP4 + MTP (XS) |
vLLM + MTP (qwen3_5_mtp, grafted) |
NVFP4 (XS mixed-precision) |
65536 |
32 |
303.3 |
done |
2026-06-23 13:56 +08 |
| Qwen3.6-35B-A3B · SGLang · NVFP4 |
SGLang |
NVFP4 |
65536 |
32 |
— |
blocked |
2026-06-23 13:08 +08 |
| Qwen3.6-35B-A3B · SGLang · NVFP4 + MTP |
SGLang + MTP (NEXTN) |
NVFP4 |
65536 |
32 |
— |
blocked |
2026-06-23 13:08 +08 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 + MTP · conc 1 |
vLLM + MTP |
NVFP4 |
65536 |
1 |
93.9 |
done |
2026-06-23 13:02 +08 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 + MTP · conc 8 |
vLLM + MTP |
NVFP4 |
65536 |
8 |
289.1 |
done |
2026-06-23 12:49 +08 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 + MTP |
vLLM + MTP |
NVFP4 |
65536 |
32 |
541.3 |
done |
2026-06-23 12:34 +08 |
| Qwen3.6-27B · SGLang · NVFP4 + MTP |
SGLang + MTP (NEXTN) |
NVFP4 |
65536 |
32 |
196.6 |
done |
2026-06-23 12:18 +08 |
| Qwen3.6-27B · SGLang · NVFP4 |
SGLang |
NVFP4 |
65536 |
32 |
178.0 |
done |
2026-06-23 11:35 +08 |
| Qwen3.6-35B-A3B · vLLM · NVFP4 |
vLLM |
NVFP4 |
65536 |
32 |
430.8 |
done |
2026-06-23 11:13 +08 |
| Qwen3.6-27B · vLLM · NVFP4 + MTP · conc 1 |
vLLM + MTP |
NVFP4 |
65536 |
1 |
16.9 |
done |
2026-06-23 10:48 +08 |
| Qwen3.6-27B · vLLM · NVFP4 + MTP · conc 8 |
vLLM + MTP |
NVFP4 |
65536 |
8 |
109.1 |
done |
2026-06-23 10:33 +08 |
| Qwen3.6-27B · vLLM · NVFP4 + MTP |
vLLM + MTP |
NVFP4 |
65536 |
32 |
274.1 |
done |
2026-06-23 10:19 +08 |
| Qwen3.6-27B · vLLM · NVFP4 |
vLLM |
NVFP4 |
65536 |
32 |
187.7 |
done |
2026-06-23 09:54 +08 |
| Qwen3.6-35B-A3B · vLLM · FP8 + MTP · conc 1 |
vLLM + MTP |
FP8 |
65536 |
1 |
54.0 |
done |
2026-06-22 20:24 +08 |
| Qwen3.6-35B-A3B · vLLM · FP8 + MTP · conc 8 |
vLLM + MTP |
FP8 |
65536 |
8 |
190.3 |
done |
2026-06-22 20:11 +08 |
| Qwen3.6-27B · vLLM · FP8 + MTP · conc 1 |
vLLM + MTP |
FP8 |
65536 |
1 |
15.2 |
done |
2026-06-22 19:55 +08 |
| Qwen3.6-27B · vLLM · FP8 + MTP · conc 8 |
vLLM + MTP |
FP8 |
65536 |
8 |
98.0 |
done |
2026-06-22 19:42 +08 |
| Qwen3.6-35B-A3B · vLLM · FP8 + MTP |
vLLM + MTP |
FP8 |
65536 |
32 |
407.9 |
done |
2026-06-22 19:28 +08 |
| Qwen3.6-35B-A3B · vLLM · FP8 |
vLLM |
FP8 |
65536 |
32 |
286.0 |
done |
2026-06-22 19:09 +08 |
| Qwen3.6-27B · vLLM · FP8 + MTP |
vLLM + MTP |
FP8 |
65536 |
32 |
240.9 |
done |
2026-06-22 18:46 +08 |
| Qwen3.6-27B · vLLM · FP8 |
vLLM |
FP8 |
65536 |
32 |
154.7 |
done |
2026-06-22 18:11 +08 |
| Qwen3-Coder-Next · vLLM · FP8 |
vLLM |
FP8 |
262144 |
32 |
184.7 |
done |
2026-06-22 16:54 +08 |
| Qwen3-Coder-30B-A3B · vLLM · FP8 |
vLLM |
FP8 |
65536 |
32 |
295.8 |
done |
2026-06-22 06:39 +08 |
| Ornith-1.0-35B AEON Uncensored · vLLM (aeon-ultimate) · NVFP4 + DFlash · conc 1 — BLOCKED |
vLLM (aeon-vllm-ultimate custom container, v0.23.0+aeon.sm121a.dflash) + DFlash (z-lab/Qwen3.6-35B-A3B-DFlash, num_speculative_tokens 6) — BLOCKED at KV unification |
NVFP4 (compressed-tensors, nvfp4-pack-quantized) |
262144 |
1 |
— |
blocked |
2026-06-28 16:13 +0800 |
| Qwen3.6-27B (dense) · DDTree (Diffusion Draft Tree) · BLOCKED (hybrid GDN cache) |
DDTree research harness (github.com/liranringel/ddtree, PyTorch + transformers, batch-1) + DDTree — tree draft over the z-lab/Qwen3.6-27B-DFlash block-diffusion drafter |
BF16 (harness loads the unquantized target via AutoModelForCausalLM) |
4096 |
1 |
— |
blocked |
2026-07-01 |
| Qwen3.6-35B-A3B · DDTree (Diffusion Draft Tree) · BLOCKED (hybrid GDN cache) |
DDTree research harness (github.com/liranringel/ddtree, PyTorch + transformers, batch-1) + DDTree — tree draft over the z-lab/Qwen3.6-35B-A3B-DFlash block-diffusion drafter |
BF16 (harness loads the unquantized target via AutoModelForCausalLM) |
4096 |
1 |
— |
blocked |
2026-07-01 |
| Qwen3.6-35B-A3B · SGLang · NVFP4 |
SGLang |
NVFP4 |
65536 |
32 |
— |
blocked |
2026-06-23 13:08 +08 |
| Qwen3.6-35B-A3B · SGLang · NVFP4 + MTP |
SGLang + MTP (NEXTN) |
NVFP4 |
65536 |
32 |
— |
blocked |
2026-06-23 13:08 +08 |
| Qwen3.8-27B · SGLang · NVFP4 + DFlash2 · conc-16 |
SGLang + DFlash2 |
NVFP4 |
262144 |
16 |
— |
blocked |
2026-08-20 05:25 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DFlash2 · conc-32 |
SGLang + DFlash2 |
NVFP4 |
262144 |
32 |
— |
blocked |
2026-08-20 05:25 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DFlash2 · conc-8 |
SGLang + DFlash2 |
NVFP4 |
262144 |
8 |
— |
blocked |
2026-08-20 05:25 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DSpark · conc-16 |
SGLang + DSpark |
NVFP4 |
262144 |
16 |
— |
blocked |
2026-08-20 05:25 +0800 |
| Qwen3.8-27B · SGLang · NVFP4 + DSpark · conc-32 |
SGLang + DSpark |
NVFP4 |
262144 |
32 |
— |
blocked |
2026-08-20 05:25 +0800 |