Add Inkling-NVFP4 (B200 TP8 EP8) and Inkling-Small-NVFP4 (B200 TP4 EP4) diverse_100 token corpora

Per-token routed experts of accepted generated tokens (135,144 tokens each; EPLB off, so no popularity file). Provenance has host names and absolute paths removed.

.gitattributes

@@ -68,3 +68,5 @@ glm52_nvfp4/vllm/diverse_100/capture/20260922/routes.u16 filter=lfs diff=lfs mer
 glm52_nvfp4/vllm_mtp_k5/diverse_100/capture/20260922/routes.u16 filter=lfs diff=lfs merge=lfs -text
 glm53_flash_fp8/vllm_mtp_k5/diverse_100/capture/20260922/routes.u16 filter=lfs diff=lfs merge=lfs -text
 glm53_nvfp4/vllm_dflash2_k7/diverse_100/capture/20260920/routes.u16 filter=lfs diff=lfs merge=lfs -text
+inkling_nvfp4/vllm/diverse_100/capture/20261009/routes.u16 filter=lfs diff=lfs merge=lfs -text
+inkling_small_nvfp4/vllm/diverse_100/capture/20261008/routes.u16 filter=lfs diff=lfs merge=lfs -text

README.md

@@ -190,6 +190,8 @@ Unknown values are `null`; nothing is guessed.
 | `glm53_flash_fp8/vllm_mtp_k5/diverse_100/capture/20260922/` | `zai-org/GLM-5.3-Flash` | vLLM | MTP k=5 | diverse_100 (100 req, enwik9) | B200 TP4 EP4 DP1 | manifest.json, routes.u16, popularity.json, draft_popularity.json, trace.csv | 135,144 tokens x 42 layers (no MTP layer) x top-8 of 288; popularity v4 target + draft from a separate replay, 2,703 records |
 | `glm53_nvfp4/vllm_dflash2_k7/diverse_100/capture/20260920/` | `incoai/GLM-5.3-NVFP4` | vLLM | DFlash2 k=7 (`incoai/GLM-5.3-DFlash2`) | diverse_100 (100 req, enwik9) | B200 TP4 EP4 DP1 | manifest.json, routes.u16, trace.csv | 135,144 tokens x 75 layers x top-8 of 256; replicate of 20260922 |
 | `glm53_nvfp4/vllm_dflash2_k7/diverse_100/capture/20260922/` | `incoai/GLM-5.3-NVFP4` | vLLM | DFlash2 k=7 (`incoai/GLM-5.3-DFlash2`) | diverse_100 (100 req, enwik9) | B200 TP4 EP4 DP1 | manifest.json, routes.u16, trace.csv | 135,144 tokens x 75 layers x top-8 of 256 |
+| `inkling_nvfp4/vllm/diverse_100/capture/20261009/` | `thinkingmachines/Inkling-NVFP4` | vLLM | — | diverse_100 (100 req, enwik9) | B200 TP8 EP8 DP1 | manifest.json, routes.u16, trace.csv | 135,144 tokens x 64 layers (routed layers 2-65) x top-6 of 256 |
+| `inkling_small_nvfp4/vllm/diverse_100/capture/20261008/` | `thinkingmachines/Inkling-Small-NVFP4` | vLLM | — | diverse_100 (100 req, enwik9) | B200 TP4 EP4 DP1 | manifest.json, routes.u16, trace.csv | 135,144 tokens x 40 layers (routed layers 2-41) x top-6 of 256 |
 | `qwen36_35b_a3b_fp8/vllm/ctx8k_out1k/capture/20260818/` | `Qwen/Qwen3.6-35B-A3B-FP8` | vLLM | — | ctx8k_out1k (256 req, enwik8) | H200 TP2 EP2 DP1 | popularity.json, trace.csv | v2, 40 layers x 256 experts, 4,170 records |
 | `qwen3_235b_thinking_fp8/vllm/ctx8k_out1k/capture/20260803/` | `Qwen/Qwen3-235B-A22B-Thinking-2507-FP8` | vLLM | — | ctx8k_out1k (256 req, enwik8) | H200 TP4 EP4 DP1 | popularity.json, trace.csv | v1, 94 layers x 128 experts, 4,172 records |
 
@@ -199,8 +201,9 @@ The workloads:
   with input 256–131,070 and output 1–8,192 tokens, both log-uniform, and
   Poisson arrivals at a mean of 1 req/s. The four 2026-08 vLLM and SGLang
   popularity captures, and the GLM-5.3-Flash no-spec corpus, replay it at its
-  trace times with no client concurrency cap. The other corpora, and the
-  popularity files beside them, replay it at trace times with at most 64
+  trace times with no client concurrency cap. The two Inkling corpora replay it
+  at trace times with at most 100 requests in flight. The other corpora, and
+  the popularity files beside them, replay it at trace times with at most 64
   requests in flight.
 - **c32_long**: ServingStudioSim `trace/c32_long.csv`. 64 requests, eight of
   each pair in input {256, 1024, 2048, 4096} x output {128, 256}. All arrive

inkling_nvfp4/vllm/diverse_100/capture/20261009/manifest.json

@@ -0,0 +1,9 @@
+{
+  "schema_version": 1,
+  "data_file": "routes.u16",
+  "num_tokens": 135144,
+  "num_layers": 64,
+  "num_experts": 256,
+  "top_k": 6,
+  "checksum_fnv1a64": 16917823193035549243
+}

inkling_nvfp4/vllm/diverse_100/capture/20261009/provenance.json

@@ -0,0 +1,786 @@
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+    "checkpoint": "thinkingmachines/Inkling-NVFP4",
+    "revision": "42a75a99a40eb2ba1e0717db6357a0bf15205044",
+    "revision_inferred": false
+  },
+  "engine": {
+    "name": "vllm",
+    "version": "0.1.dev21920+g892da0822"
+  },
+  "proposer": null,
+  "workload": {
+    "name": "diverse_100",
+    "spec": "trace/diverse_100.csv",
+    "prompts": "enwik9",
+    "requests": 100,
+    "concurrency": 100,
+    "arrival": "trace-timed (load generator arrival_mode trace-timed), client max_concurrency 100"
+  },
+  "server": {
+    "gpu": "NVIDIA B200",
+    "tp": 8,
+    "ep": 8,
+    "dp": 1,
+    "other": {
+      "argv": [
+        "alignment/profiler/vllm/.venv/bin/python",
+        "-m",
+        "vllm.entrypoints.cli.main",
+        "serve",
+        "$HF_HUB_CACHE/models--thinkingmachines--Inkling-NVFP4/snapshots/42a75a99a40eb2ba1e0717db6357a0bf15205044",
+        "--api-server-count",
+        "4",
+        "--host",
+        "127.0.0.1",
+        "--port",
+        "25139",
+        "--tensor-parallel-size",
+        "8",
+        "--data-parallel-size",
+        "1",
+        "--max-num-batched-tokens",
+        "2048",
+        "--enable-chunked-prefill",
+        "--enable-prompt-tokens-details",
+        "--gpu-memory-utilization",
+        "0.85",
+        "--enable-server-load-tracking",
+        "--enable-logging-iteration-details",
+        "--max-cudagraph-capture-size",
+        "2048",
+        "--enable-expert-parallel",
+        "--no-enable-eplb",
+        "--limit-mm-per-prompt",
+        "{\"image\":0,\"audio\":0}",
+        "--max-model-len",
+        "131072",
+        "--enable-return-routed-experts"
+      ],
+      "fork_git": {
+        "path": "alignment/profiler/vllm",
+        "head": "892da0822f7e866cec8e519727f014c45a5ad792",
+        "branch": "",
+        "status_short": ""
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+        "fork_commit": "892da0822f7e866cec8e519727f014c45a5ad792",
+        "line": "vLLM alignment fork, detached HEAD (local only)"
+      },
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+      "max_cudagraph_capture_size": 2048,
+      "gpu_memory_utilization": 0.85,
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+      "eplb": "off (--no-enable-eplb)",
+      "routes_interface": "--enable-return-routed-experts",
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+      ],
+      "kind": "trace",
+      "schema_version": null,
+      "scope": "independent-request CSV id,input_len,output_len,arrival_time (arrival_time in ms); the trace the capture's replay sent"
+    }
+  },
+  "replicate_of": null,
+  "missing": [
+    "prompt routes (not captured)",
+    "acceptance (no proposer)",
+    "popularity.json (EPLB was off, --no-enable-eplb, so the pass recorded routes only)"
+  ],
+  "notes": [
+    "Checkpoint revision 42a75a99a40eb2ba1e0717db6357a0bf15205044 from the server model path; snapshots in $HF_HUB_CACHE: 42a75a99a40eb2ba1e0717db6357a0bf15205044. config.json text_config: 66 layers, 256 routed experts, top-6, dense_mlp_idx 2 (layers 0-1 dense), 2 shared experts with shared_expert_sink True, model_max_length 1048576; the server ran at --max-model-len 131072.",
+    "Engine version from the server log banner (10-09 15:59:21): 'version 0.1.dev21920+g892da0822'. The launch json records fork_git head 892da0822f7e866cec8e519727f014c45a5ad792, branch '' (detached), status_short '' (clean); the banner and the head agree.",
+    "Slurm job 5139 (ink-nvfp4-token) ran 2026-10-09T15:59:14-07:00 to 2026-10-09T16:10:50-07:00 and exited 0 (sacct COMPLETED 0:0; job log: 'token_corpus: corpus_tokens=135144 expert_load=absent', 'profile rc=0').",
+    "Replay check: 100/100 rows of load_generator/replay.jsonl match the trace on id, input_len, output_len and arrival_time; 100/100 success, 0 failed; 135,244/135,244 output tokens (summary.json).",
+    "Corpus: 135,144 accepted generated tokens x 64 layers (the routed layers; model layer indices 2-65) x top-6 of 256 experts; routes.u16 is 103,790,592 bytes = num_tokens x num_layers x top_k x 2.",
+    "Corpus checks run 2026-10-10: FNV-1a 64 equals the manifest checksum; size equals num_tokens x num_layers x top_k x 2; the 100 request_segments are contiguous from 0 (True) and sum to 135,144 (num_tokens 135,144); 100 of 100 equal output_len - 1 of their trace row; tokens_dropped_without_draft_routes 0; largest expert id 255 < 256 (True); model_layer_indices equal range(dense_mlp_idx, num_hidden_layers) (True).",
+    "Trace: the run's source trace is byte-identical to git trace/diverse_100.csv (sha256 6db50ec8...).",
+    "Referenced by branch inkling-standard (ServingStudioSim, unmerged): the alignment presets set token_corpus_file to this run's logs/ path.",
+    "Prompt text enwik9: enwik9 (the profile.yaml text_file), 1,000,000,000 bytes, md5 e206c3450ac99950df65bf70ef61a12d (matches the published value), sha256 159b85351e5f76e60cbe32e04c677847a9ecba3adc79addab6f4c6c7aa3744bc (re-checked 2026-10-10; the value the precedent captures record).",
+    "Host names and absolute paths were removed before upload: run directories and the fork are given relative to the ServingStudioSim checkout, the model path relative to $HF_HUB_CACHE, and the prompt file as enwik9. run_provenance_sha256 is the sha256 of the run's original provenance file, which still holds absolute paths."
+  ]
+}

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+        "run_provenance_path": "logs/20261008_9_inkling_small_nvfp4_tp4ep4_diverse100/profile_token_corpus/token_corpus/provenance.json",
+        "run_provenance_sha256": "7b43fa5fd77ebbbe632faa20b6bad1bb51240200948a4637c6ef0644d0dee9be",
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+    "trace.csv": {
+      "sha256": "6db50ec83e10c92bdc885b0cfb8299823250c1e10520dae51217df695b801f87",
+      "copied_from": [
+        "trace/diverse_100.csv (drive_summary source_trace)",
+        "git:ServingStudioSim@6c8e98a7 (origin/main):trace/diverse_100.csv (byte-identical)"
+      ],
+      "kind": "trace",
+      "schema_version": null,
+      "scope": "independent-request CSV id,input_len,output_len,arrival_time (arrival_time in ms); the trace the capture's replay sent"
+    }
+  },
+  "replicate_of": null,
+  "missing": [
+    "prompt routes (not captured)",
+    "acceptance (no proposer)",
+    "popularity.json (EPLB was off, --no-enable-eplb, so the pass recorded routes only)"
+  ],
+  "notes": [
+    "Checkpoint revision b6a99534467840620d411e4cd4ad5819b2610d9c from the server model path; snapshots in $HF_HUB_CACHE: b6a99534467840620d411e4cd4ad5819b2610d9c. config.json text_config: 42 layers, 256 routed experts, top-6, dense_mlp_idx 2 (layers 0-1 dense), 2 shared experts with shared_expert_sink True, model_max_length 1048576; the server ran at --max-model-len 131072.",
+    "Engine version from the server log banner (10-08 14:59:33): 'version 0.1.dev21920+g892da0822'. The launch json records fork_git head 892da0822f7e866cec8e519727f014c45a5ad792, branch '' (detached), status_short '' (clean); the banner and the head agree.",
+    "Slurm job 4742 (ink-std-corpus) ran 2026-10-08T14:59:26-07:00 to 2026-10-08T15:07:54-07:00 and exited 0 (sacct COMPLETED 0:0; job log: 'token_corpus: corpus_tokens=135144 expert_load=absent', 'profile rc=0').",
+    "Replay check: 100/100 rows of load_generator/replay.jsonl match the trace on id, input_len, output_len and arrival_time; 100/100 success, 0 failed; 135,244/135,244 output tokens (summary.json).",
+    "Corpus: 135,144 accepted generated tokens x 40 layers (the routed layers; model layer indices 2-41) x top-6 of 256 experts; routes.u16 is 64,869,120 bytes = num_tokens x num_layers x top_k x 2.",
+    "Corpus checks run 2026-10-10: FNV-1a 64 equals the manifest checksum; size equals num_tokens x num_layers x top_k x 2; the 100 request_segments are contiguous from 0 (True) and sum to 135,144 (num_tokens 135,144); 100 of 100 equal output_len - 1 of their trace row; tokens_dropped_without_draft_routes 0; largest expert id 255 < 256 (True); model_layer_indices equal range(dense_mlp_idx, num_hidden_layers) (True).",
+    "Trace: the run's source trace is byte-identical to git trace/diverse_100.csv (sha256 6db50ec8...).",
+    "Referenced by branch inkling-standard (ServingStudioSim, unmerged): the alignment presets set token_corpus_file to this run's logs/ path.",
+    "Prompt text enwik9: enwik9 (the profile.yaml text_file), 1,000,000,000 bytes, md5 e206c3450ac99950df65bf70ef61a12d (matches the published value), sha256 159b85351e5f76e60cbe32e04c677847a9ecba3adc79addab6f4c6c7aa3744bc (re-checked 2026-10-10; the value the precedent captures record).",
+    "Host names and absolute paths were removed before upload: run directories and the fork are given relative to the ServingStudioSim checkout, the model path relative to $HF_HUB_CACHE, and the prompt file as enwik9. run_provenance_sha256 is the sha256 of the run's original provenance file, which still holds absolute paths."
+  ]
+}

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