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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ValueError
Message:      Expected object or value
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 281, in _generate_tables
                  examples = [ujson_loads(line) for line in batch.splitlines()]
                              ~~~~~~~~~~~^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/json.py", line 20, in ujson_loads
                  return pd.io.json.ujson_loads(*args, **kwargs)
                         ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
              ValueError: Expected object or value
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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model
string
benchmark
string
worker
string
job
string
tag
string
run
string
source_sha256
string
correct
int64
total
int64
accuracy
float64
blank
int64
episode_errors
int64
by_difficulty
string
auto_correct
int64
agent_reviewed
int64
exact_precedent_reused
int64
protocol_sha256
string
sheet_sha256
string
scored_sha256
string
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dr9k
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End of preview.

2026-09-15 update: 16 new MiMo/Nemotron full runs are archived with traces, difficulty scores, latency and cache metrics. Open the new campaign index. The original campaign description and rows below are retained as historical context.

BrowseComp-Plus bc_test (150 q) — full evaluation traces

72 complete evaluation runs on an 18-node GB300 NVL72 cluster (2026-09-07): MiniMax-M2.7 / DeepSeek-V4-Flash solo and orchestrator-worker configurations with MiniMax-M2.7, DeepSeek-V4-Flash, raw Qwen3-8B, the BrowseComp SFT worker i1199 and the BrowseComp RL worker i149 as workers. Every run directory contains results.jsonl, traces/ (full per-question message logs for workers and coordinators), inputs/ (frozen question file + SHA256), grading_sheet_scored.jsonl, manual_verdicts.json and run_meta.json (Slurm job id, configuration, score). Grading is manual against the official BrowseComp grader criteria; no LLM judge was used (docs/GRADING_PROTOCOL.md).

Code: branch paper/browsecomp-main-eval-gb300-0907 of ys-2020/miles (harness commit 1fe6e59b0, unchanged; launchers, templates, grading tools, exporter and runbook under examples/browsecomp/gb300_main_eval_0907/). Report: docs/browsecomp-main-eval-gb300-20260907.md; configuration notes (the knobs that decided the numbers): docs/browsecomp-gb300-harness-config-notes-20260907.md. results.json is the machine-readable ledger.

Runs

run dir Slurm job coordinator worker config correct/150 easy/med/hard worker HTTP 400
mm27-bc-solo-2799 2799 — MiniMax-M2.7 solo_dense 113 (75.3%) 50/44/19 0
mm27-bc-solo-r2 2813 — MiniMax-M2.7 solo_dense 113 (75.3%) 49/45/19 0
mm27-bc-solo-2n-c8 3166 — MiniMax-M2.7 solo_dense_2n 112 (74.7%) 50/43/19 0
mm27-bc-solo-sat150 3170 — MiniMax-M2.7 solo_dense_sat 112 (74.7%) 50/44/18 0
mm27-bc-solo-c64 3173 — MiniMax-M2.7 solo_dense_c64 110 (73.3%) 50/40/20 0
mm27-bc-solo-c32 3175 — MiniMax-M2.7 solo_dense_c32 115 (76.7%) 50/42/23 0
mm27-bc-solo-c16 3179 — MiniMax-M2.7 solo_dense_c16 108 (72.0%) 50/44/14 0
dsv4-bc-solo-r2 2833 — DeepSeek-V4-Flash solo_dense 107 (71.3%) 50/42/15 0
mm27-bc-orch-2800 2800 MiniMax-M2.7 MiniMax-M2.7 self_dense_122880 128 (85.3%) 50/47/31 13
mm27-bc-orch-r2 2814 MiniMax-M2.7 MiniMax-M2.7 self_dense_122880 127 (84.7%) 49/46/32 18
dsv4-bc-orch 2837 DeepSeek-V4-Flash DeepSeek-V4-Flash self_dense_122880 115 (76.7%) 49/44/22 7
mm27-bc-orch-2804 2804 MiniMax-M2.7 MiniMax-M2.7 self_dense_30720 118 (78.7%) 49/45/24 2
mm27-bc-orch-b30720-r2 2815 MiniMax-M2.7 MiniMax-M2.7 self_dense_30720 118 (78.7%) 49/46/23 1
mm27-worker-current 2832 MiniMax-M2.7 MiniMax-M2.7 self_hybrid_current 123 (82.0%) 50/46/27 0
mm27coord-qwen8b-2807 2807 MiniMax-M2.7 Qwen3-8B worker_dense_30720 81 (54.0%) 44/28/9 4
mm27coord-qwen8b-r2 2816 MiniMax-M2.7 Qwen3-8B worker_dense_30720 77 (51.3%) 47/23/7 5
qwen8b-current 2831 MiniMax-M2.7 Qwen3-8B worker_hybrid_old 89 (59.3%) 47/30/12 0
mm27coord-qwen8b-fixcfg 2840 MiniMax-M2.7 Qwen3-8B worker_hybrid_fixed 84 (56.0%) 46/27/11 0
dscoord-qwen8b-current 2838 DeepSeek-V4-Flash Qwen3-8B worker_hybrid_old 91 (60.7%) 46/29/16 0
dscoord-qwen8b-fixcfg 2841 DeepSeek-V4-Flash Qwen3-8B worker_hybrid_fixed 86 (57.3%) 44/31/11 0
mm27coord-rlworker-i149 2820 MiniMax-M2.7 RL-i149 worker_dense_30720 104 (69.3%) 50/36/18 278
rlworker-i149-current 2830 MiniMax-M2.7 RL-i149 worker_hybrid_old 107 (71.3%) 48/39/20 0
rlworker-i149-repro 2835 MiniMax-M2.7 RL-i149 worker_hybrid_repo_env 105 (70.0%) 48/36/21 150
rlworker-i149-repro-onecall 2836 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm 115 (76.7%) 47/42/26 0
rlworker-i149-fix-r2 2843 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm 119 (79.3%) 50/42/27 0
rlworker-i149-fix-r3 2844 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm 119 (79.3%) 50/44/25 0
mm27coord-rlworker-gate-2n-r1 3160 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm_gate_2n 115 (76.7%) 47/42/26 0
mm27coord-rlworker-gate-2n-r2 3161 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm_gate_2n 116 (77.3%) 47/44/25 0
mm27coord-rlworker-gate-2n-r3 3162 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm_gate_2n 107 (71.3%) 47/42/18 0
mm27coord-rlworker-gate-2n-r4 3164 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm_gate_2n 117 (78.0%) 48/42/27 0
mm27coord-rlworker-nogate-2n-r1 3165 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm_nogate_2n 115 (76.7%) 49/40/26 0
mm27coord-rlworker-sat150 3169 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm_sat 117 (78.0%) 50/46/21 0
mm27coord-rlworker-gate-sat150 3171 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm_gate_sat 110 (73.3%) 49/41/20 0
mm27coord-rlworker-c64 3172 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm_c64 110 (73.3%) 47/39/24 0
mm27coord-rlworker-c32 3174 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm_c32 114 (76.0%) 50/43/21 0
dscoord-rlworker-current 2839 DeepSeek-V4-Flash RL-i149 worker_hybrid_old 112 (74.7%) 48/41/23 1
dscoord-rlworker-fixcfg 2842 DeepSeek-V4-Flash RL-i149 worker_hybrid_fixed 116 (77.3%) 50/41/25 0
mm27coord-sftworker-i1199 2933 MiniMax-M2.7 SFT-i1199 worker_hybrid_fixed_mm 115 (76.7%) 49/44/22 0
dscoord-sftworker-i1199 2934 DeepSeek-V4-Flash SFT-i1199 worker_hybrid_fixed 108 (72.0%) 50/39/19 0
mm27coord-sftworker-i1199-r2 3002 MiniMax-M2.7 SFT-i1199 worker_hybrid_fixed_mm 111 (74.0%) 50/43/18 0
mm27coord-sftworker-i1199-r3 3003 MiniMax-M2.7 SFT-i1199 worker_hybrid_fixed_mm 111 (74.0%) 50/42/19 0
dscoord-sftworker-i1199-r2 3004 DeepSeek-V4-Flash SFT-i1199 worker_hybrid_fixed 114 (76.0%) 49/42/23 0
dscoord-sftworker-i1199-r3 3005 DeepSeek-V4-Flash SFT-i1199 worker_hybrid_fixed 111 (74.0%) 48/45/18 0
dscoord-rlworker-fixcfg-r2 3006 DeepSeek-V4-Flash RL-i149 worker_hybrid_fixed 109 (72.7%) 50/40/19 0
dscoord-rlworker-fixcfg-r3 3007 DeepSeek-V4-Flash RL-i149 worker_hybrid_fixed 114 (76.0%) 50/45/19 0
q38flashcoord-rlworker-i149 2981 Qwen3.8-Flash-Next RL-i149 worker_hybrid_fixed 121 (80.7%) 50/41/30 0
q38flashcoord-sftworker-i1199 2982 Qwen3.8-Flash-Next SFT-i1199 worker_hybrid_fixed 123 (82.0%) 49/43/31 0
q38flashcoord-qwen8b 2983 Qwen3.8-Flash-Next Qwen3-8B worker_hybrid_fixed 110 (73.3%) 48/41/21 0
inklingcoord-rlworker-i149 2998 Inkling-Small RL-i149 worker_hybrid_fixed 114 (76.0%) 49/44/21 0
inklingcoord-sftworker-i1199 2999 Inkling-Small SFT-i1199 worker_hybrid_fixed 113 (75.3%) 49/43/21 0
inklingcoord-qwen8b 3000 Inkling-Small Qwen3-8B worker_hybrid_fixed 93 (62.0%) 46/34/13 0
inkling-solo-dense 3118 — Inkling-Small solo_dense 99 (66.0%) 48/39/12 0
inkling-self-dense 3138 Inkling-Small Inkling-Small self_dense_122880 109 (72.7%) 48/45/16 3
qwen8b-solo-hybrid-fixed 3129 — Qwen3-8B solo_hybrid_fixed_8b 35 (23.3%) 23/10/2 0
rlworker-i149-solo-2n-c8 3167 — RL-i149 solo_hybrid_fixed_8b_2n 75 (50.0%) 43/28/4 0
dsv4-bc-solo-c32 3163 — DeepSeek-V4-Flash solo_dense_c32 105 (70.0%) 50/40/15 0
ink-bc-solo-c32 3163 — Inkling-Small solo_dense_c32 97 (64.7%) 49/38/10 0
dsv4coord-rlworker-c32 3163 DeepSeek-V4-Flash RL-i149 worker_hybrid_fixed_mm_c32 109 (72.7%) 50/39/20 0
dsv4coord-rlworker-c64 3163 DeepSeek-V4-Flash RL-i149 worker_hybrid_fixed_mm_c64 113 (75.3%) 49/44/20 0
inkcoord-rlworker-c32 3163 Inkling-Small RL-i149 worker_hybrid_fixed_mm_c32 114 (76.0%) 48/41/25 0
inkcoord-rlworker-c64 3163 Inkling-Small RL-i149 worker_hybrid_fixed_mm_c64 116 (77.3%) 50/43/23 0
mm27coord-rlworker-c32-overlay 3163 MiniMax-M2.7 RL-i149 worker_hybrid_fixed_mm_c32 116 (77.3%) 49/45/22 0
mm27-bc-solo-c32-overlay 3163 — MiniMax-M2.7 solo_dense_c32 111 (74.0%) 50/45/16 0
glm53coord-qwen8b 2960 GLM-5.3-Flash Qwen3-8B worker_hybrid_fixed 109 (72.7%) 44/41/24 0
glm53coord-rlworker-i149 2958 GLM-5.3-Flash RL-i149 worker_hybrid_fixed 127 (84.7%) 50/44/33 0
glm53coord-sftworker-i1199 2959 GLM-5.3-Flash SFT-i1199 worker_hybrid_fixed 126 (84.0%) 50/44/32 0
q35-bc-solo-hyb-c32 3163 — Qwen3.5-397B solo_hybrid_c32 90 (60.0%) 45/35/10 0
q35-bc-solo-hyb-c64 3163 — Qwen3.5-397B solo_hybrid_c64 96 (64.0%) 46/37/13 0
q35coord-qwenraw-c64 3163 Qwen3.5-397B Qwen3-8B worker_hybrid_fixed_c64 89 (59.3%) 47/31/11 0
q35coord-rlworker-c64 3163 Qwen3.5-397B RL-i149 worker_hybrid_fixed_c64 117 (78.0%) 48/46/23 0
q35-bc-self-hyb-c64 3163 Qwen3.5-397B Qwen3.5-397B self_hybrid_current_c64 93 (62.0%) 44/36/13 0
q35-bc-self-hyb30720-c64 3163 Qwen3.5-397B Qwen3.5-397B self_hybrid_30720_c64 94 (62.7%) 46/36/12 1

Configurations

  • solo_dense: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=dense, max_seq_len=122880, server_ctx=131072, turn_max_new_tokens=8192, max_obs_chars=0, max_invalid_turns=0
  • solo_hybrid_fixed_8b_2n: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, max_seq_len=24576, server_ctx=40960, turn_max_new_tokens=4096, max_obs_chars=20000, max_invalid_turns=2, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja, layout=2-node, 1 lane x concurrency 8
  • solo_dense_2n: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=dense, max_seq_len=122880, server_ctx=131072, turn_max_new_tokens=8192, max_obs_chars=0, max_invalid_turns=0, layout=2-node, 1 lane x concurrency 8
  • solo_hybrid_fixed_8b: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, max_seq_len=24576, server_ctx=40960, turn_max_new_tokens=4096, max_obs_chars=20000, max_invalid_turns=2, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja
  • self_dense_122880: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=dense, worker_max_seq_len=122880, worker_ctx=131072, turn_max_new_tokens=8192, one_call=False, max_obs_chars=0, max_invalid_turns=0
  • self_dense_30720: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=dense, worker_max_seq_len=30720, worker_ctx=131072, turn_max_new_tokens=8192, one_call=False, max_obs_chars=0, max_invalid_turns=0
  • self_hybrid_current: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=131072, turn_max_new_tokens=8192, one_call=True, max_obs_chars=20000, max_invalid_turns=2
  • worker_dense_30720: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=dense, worker_max_seq_len=30720, worker_ctx=40960, turn_max_new_tokens=8192, one_call=False, max_obs_chars=0, max_invalid_turns=0, keep_thinking=False, chat_template=repo qwen3_fixed.jinja (raw) / checkpoint template (i149)
  • worker_hybrid_old: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=8192, one_call=True, max_obs_chars=20000, max_invalid_turns=2, keep_thinking=False, chat_template=repo qwen3_fixed.jinja (raw) / checkpoint template (i149)
  • worker_hybrid_repo_env: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=4096, one_call=False, max_obs_chars=0, max_invalid_turns=0, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja
  • worker_hybrid_fixed: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=4096, one_call=True, max_obs_chars=20000, max_invalid_turns=2, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja
  • worker_hybrid_fixed_mm: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=4096, one_call=True, max_obs_chars=20000, max_invalid_turns=0, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja
  • worker_hybrid_fixed_mm_gate_2n: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=4096, one_call=True, max_obs_chars=20000, max_invalid_turns=0, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja, layout=2-node, 2 worker lanes, stop_gate=local direct-stop proposer = worker checkpoint; schedule 1,2,3,4,6,9,13,18; worker_reports prompt
  • worker_hybrid_fixed_mm_sat: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=4096, one_call=True, max_obs_chars=20000, max_invalid_turns=0, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja, layout=3-node, 4 lanes x 38 (150 in flight), stop_gate=off
  • worker_hybrid_fixed_mm_gate_sat: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=4096, one_call=True, max_obs_chars=20000, max_invalid_turns=0, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja, layout=3-node, 4 lanes x 38 (150 in flight), stop_gate=local direct-stop proposer = worker checkpoint; schedule 1,2,3,4,6,9,13,18; worker_reports prompt
  • worker_hybrid_fixed_mm_c64: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=4096, one_call=True, max_obs_chars=20000, max_invalid_turns=0, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja, layout=3-node, 4 lanes x 16 (64 in flight), stop_gate=off
  • worker_hybrid_fixed_mm_c32: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=4096, one_call=True, max_obs_chars=20000, max_invalid_turns=0, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja, layout=3-node, 4 lanes x 8 (32 in flight), stop_gate=off
  • solo_dense_c16: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=dense, max_seq_len=122880, server_ctx=131072, turn_max_new_tokens=8192, max_obs_chars=0, max_invalid_turns=0, layout=2-node, 1 lane x 16 (16 in flight)
  • solo_dense_c32: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=dense, max_seq_len=122880, server_ctx=131072, turn_max_new_tokens=8192, max_obs_chars=0, max_invalid_turns=0, layout=2-node, 1 lane x 32 (32 in flight)
  • solo_dense_c64: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=dense, max_seq_len=122880, server_ctx=131072, turn_max_new_tokens=8192, max_obs_chars=0, max_invalid_turns=0, layout=2-node, 1 lane x 64 (64 in flight)
  • solo_dense_sat: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=dense, max_seq_len=122880, server_ctx=131072, turn_max_new_tokens=8192, max_obs_chars=0, max_invalid_turns=0, layout=2-node, 1 lane x 150 (150 in flight)
  • solo_hybrid_c32: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, max_seq_len=122880, server_ctx=131072, turn_max_new_tokens=8192, max_obs_chars=0, max_invalid_turns=0, layout=2-node, 1 lane x 32 (32 in flight)
  • solo_hybrid_c64: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, max_seq_len=122880, server_ctx=131072, turn_max_new_tokens=8192, max_obs_chars=0, max_invalid_turns=0, layout=2-node, 1 lane x 64 (64 in flight)
  • worker_hybrid_fixed_c64: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=4096, one_call=True, max_obs_chars=20000, max_invalid_turns=2, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja, layout=3-node, 4 lanes x 16 (64 in flight), stop_gate=off
  • self_hybrid_current_c64: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=131072, turn_max_new_tokens=8192, one_call=True, max_obs_chars=20000, max_invalid_turns=2, layout=4-node (search + 3 replicas), 64 in flight
  • self_hybrid_30720_c64: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=30720, worker_ctx=131072, turn_max_new_tokens=8192, one_call=False, max_obs_chars=0, max_invalid_turns=0, layout=4-node (search + 3 replicas), 64 in flight
  • worker_hybrid_fixed_mm_nogate_2n: temperature=1.0, top_p=0.95, coord_max_turns=20, worker_max_turns=40, max_workers=10, max_parallel_spawns=4, search_snippet_words=256, search_max_entries=12, retrieval=hybrid, worker_max_seq_len=24576, worker_ctx=40960, turn_max_new_tokens=4096, one_call=True, max_obs_chars=20000, max_invalid_turns=0, keep_thinking=True, chat_template=templates/qwen3_fixed_keepthink.jinja, layout=2-node, 2 worker lanes, stop_gate=off (control for the gate cell on the same layout)

MiMo / Nemotron update (2026-09-15)

Added 16 complete full-benchmark runs on nsc-kef-slurm-1: MiMo accuracy + separate latency reruns, Nemotron Super and Ultra. Grading status is explicit; ungraded runs have null scores. Campaign results, difficulty breakdown and trace index.

Ideal small-worker cache reconstruction (2026-09-16)

Per-run and per-call cache reconstruction, theoretical assumptions and revised cost scenarios. This derived analysis is the default worker-cache quantity for cost scenarios; original measured counters and traces are unchanged.

Ultra self closeout (2026-09-16)

Ultra DR9K self is now fully graded: 132/256 (51.56%), frontier 89/128, challenge 43/128. Closeout report includes tokens, cost scenarios and episode/group latency. The combined tables now cover 24 graded runs; eight separate MiMo latency reruns remain ungraded. Original traces and earlier verdicts are unchanged.

Qwen3-4B worker evaluation (2026-09-16)

Added 9 fully graded runs: M2.7, DS-V4-Flash, Nemotron Ultra × raw 4B / RL-i129 / RL-i149. Includes per-question timing, difficulty grades, exact observed role tokens/cache and separate ideal worker prefix estimates. Campaign index; full report. Historical runs remain unchanged.

Consolidated Qwen3-4B results (2026-09-16)

Added 12 fully graded runs; unified campaign index covers 21 runs including previously published initial results. Six orchestrators, raw/i129/i149, separate repeat cohort; exact latency settings, difficulty scores, observed role tokens/cache and separate ideal worker cache. Complete report. Historical run entries and trace directories are preserved.

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