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[GB300][SGLang] Enable W4A4 megamoe and bump SGLang image for dsv4-fp4-gb300-dynamo-sglang #1382

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Merged
Oseltamivir merged 9 commits into from
May 22, 2026
Merged

[GB300][SGLang] Enable W4A4 megamoe and bump SGLang image for dsv4-fp4-gb300-dynamo-sglang #1382

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df14a6e
[GB300][SGLang] Enable W4A4 megamoe and bump SGLang image for dsv4-fp…
Fridge003 May 15, 2026
6c72231
Update perf-changelog.yaml
Fridge003 May 15, 2026
0329bc0
Update perf-changelog.yaml
Fridge003 May 15, 2026
68c37a8
Merge branch 'main' into sgl_w4a4_dsv4_stp
Fridge003 May 15, 2026
bbc3f17
Add custom_tokenizer to dsv4 non-MTP recipes for nightly image compat…
yhyang201 May 15, 2026
9cecca8
Merge branch 'main' into sgl_w4a4_dsv4_stp
Fridge003 May 21, 2026
66de4f3
Update perf-changelog.yaml
Fridge003 May 21, 2026
f8ab252
Enable W4A4 megamoe FP4-acts/MXF4-kind opts on GB300 disagg recipes
Fridge003 May 21, 2026
77cf56b
Merge remote-tracking branch 'origin/main' into sgl_w4a4_dsv4_stp
Fridge003 May 21, 2026
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2 changes: 0 additions & 2 deletions ...ode/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-gb300-10p1d-dep4-dep16-14-c8192.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -82,7 +82,6 @@ backend:
SGLANG_OPT_SWA_EVICT_DROP_PAGE_MARGIN: "1"
SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192"
SGLANG_OPT_USE_ONLINE_COMPRESS: "1"
SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK: "0"
NCCL_MNNVL_ENABLE: "1"
NCCL_CUMEM_ENABLE: "1"
SGLANG_MOONCAKE_CUSTOM_MEM_POOL: "True"
Expand All @@ -105,7 +104,6 @@ backend:
SGLANG_OPT_SWA_EVICT_DROP_PAGE_MARGIN: "1"
SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280"
SGLANG_OPT_USE_ONLINE_COMPRESS: "1"
SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK: "0"
NCCL_MNNVL_ENABLE: "1"
NCCL_CUMEM_ENABLE: "1"
SGLANG_MOONCAKE_CUSTOM_MEM_POOL: "True"
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2 changes: 0 additions & 2 deletions ...de/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-gb300-12p1d-dep4-dep12-15-c21504.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -82,7 +82,6 @@ backend:
SGLANG_OPT_SWA_EVICT_DROP_PAGE_MARGIN: "1"
SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192"
SGLANG_OPT_USE_ONLINE_COMPRESS: "1"
SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK: "0"
NCCL_MNNVL_ENABLE: "1"
NCCL_CUMEM_ENABLE: "1"
SGLANG_MOONCAKE_CUSTOM_MEM_POOL: "True"
Expand All @@ -105,7 +104,6 @@ backend:
SGLANG_OPT_SWA_EVICT_DROP_PAGE_MARGIN: "1"
SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280"
SGLANG_OPT_USE_ONLINE_COMPRESS: "1"
SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK: "0"
NCCL_MNNVL_ENABLE: "1"
NCCL_CUMEM_ENABLE: "1"
SGLANG_MOONCAKE_CUSTOM_MEM_POOL: "True"
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2 changes: 0 additions & 2 deletions ..._node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-gb300-1p1d-dep4-dep16-5-c1024.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -82,7 +82,6 @@ backend:
SGLANG_OPT_SWA_EVICT_DROP_PAGE_MARGIN: "1"
SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192"
SGLANG_OPT_USE_ONLINE_COMPRESS: "1"
SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK: "0"
NCCL_MNNVL_ENABLE: "1"
NCCL_CUMEM_ENABLE: "1"
SGLANG_MOONCAKE_CUSTOM_MEM_POOL: "True"
Expand All @@ -105,7 +104,6 @@ backend:
SGLANG_OPT_SWA_EVICT_DROP_PAGE_MARGIN: "1"
SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280"
SGLANG_OPT_USE_ONLINE_COMPRESS: "1"
SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK: "0"
NCCL_MNNVL_ENABLE: "1"
NCCL_CUMEM_ENABLE: "1"
SGLANG_MOONCAKE_CUSTOM_MEM_POOL: "True"
Expand Down
2 changes: 0 additions & 2 deletions ..._node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-gb300-4p1d-dep4-dep16-8-c1024.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -82,7 +82,6 @@ backend:
SGLANG_OPT_SWA_EVICT_DROP_PAGE_MARGIN: "1"
SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192"
SGLANG_OPT_USE_ONLINE_COMPRESS: "1"
SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK: "0"
NCCL_MNNVL_ENABLE: "1"
NCCL_CUMEM_ENABLE: "1"
SGLANG_MOONCAKE_CUSTOM_MEM_POOL: "True"
Expand All @@ -105,7 +104,6 @@ backend:
SGLANG_OPT_SWA_EVICT_DROP_PAGE_MARGIN: "1"
SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280"
SGLANG_OPT_USE_ONLINE_COMPRESS: "1"
SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK: "0"
NCCL_MNNVL_ENABLE: "1"
NCCL_CUMEM_ENABLE: "1"
SGLANG_MOONCAKE_CUSTOM_MEM_POOL: "True"
Expand Down
2 changes: 0 additions & 2 deletions ...node/srt-slurm-recipes/sglang/deepseek-v4/8k1k/disagg-gb300-8p1d-dep4-dep16-12-c4096.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -82,7 +82,6 @@ backend:
SGLANG_OPT_SWA_EVICT_DROP_PAGE_MARGIN: "1"
SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "8192"
SGLANG_OPT_USE_ONLINE_COMPRESS: "1"
SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK: "0"
NCCL_MNNVL_ENABLE: "1"
NCCL_CUMEM_ENABLE: "1"
SGLANG_MOONCAKE_CUSTOM_MEM_POOL: "True"
Expand All @@ -105,7 +104,6 @@ backend:
SGLANG_OPT_SWA_EVICT_DROP_PAGE_MARGIN: "1"
SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK: "1280"
SGLANG_OPT_USE_ONLINE_COMPRESS: "1"
SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK: "0"
NCCL_MNNVL_ENABLE: "1"
NCCL_CUMEM_ENABLE: "1"
SGLANG_MOONCAKE_CUSTOM_MEM_POOL: "True"
Expand Down
7 changes: 7 additions & 0 deletions perf-changelog.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -2481,6 +2481,13 @@
- "Turn to tp=4 for best perf"
pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/1375

- config-keys:
- dsv4-fp4-gb300-dynamo-sglang
description:
- "Enable W4A4 (MXFP4) megamoe by appending w4a4 related environ flags when megamoe is enabled"
- "Update SGLang image from lmsysorg/sglang-staging:deepseek-v4-grace-blackwell-dev to lmsysorg/sglang:nightly-dev-cu13-20260514-f7efff32"
Comment thread
Fridge003 marked this conversation as resolved.
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pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/1382

- config-keys:
- dsr1-fp8-b200-sglang-mtp
description:
Expand Down
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