schema_version stringclasses 1
value | target dict | task_id stringlengths 33 35 | text stringlengths 868 2.4k |
|---|---|---|---|
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0,
"ollama-cloud-qwen3-coder-480b": 1
},
"workflow_distribution": {
"direct": 1,
"verify_then_fallback": 0
}
} | bigcodebench-hard-BigCodeBench-454 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-454
task_family: bigcodebench_hard
categories: filesystem
libraries: glob, os, shutil
available_workers: ollama-cloud-deepseek-v4-pro,... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.685957,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.261113,
"ollama-cloud-glm-5.2": 0.150706,
"ollama-cloud-kimi-k2.7-code": 0.314043,
"ollama-cloud-qwen3-coder-480b": 0.274138
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-673 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-673
task_family: bigcodebench_hard
categories: filesystem, general
libraries: os, random
available_workers: ollama-cloud-deepseek-v4-p... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.000021,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0.000021,
"ollama-cloud-qwen3-coder-480b": 0.999979
},
"workflow_distribution": {
"direct": 1,
"verify_the... | bigcodebench-hard-BigCodeBench-502 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-502
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: datetime, pandas, random, seaborn
available_workers: ollam... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.646399,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.250533,
"ollama-cloud-glm-5.2": 0.153935,
"ollama-cloud-kimi-k2.7-code": 0.241931,
"ollama-cloud-qwen3-coder-480b": 0.353601
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-302 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-302
task_family: bigcodebench_hard
categories: datasci, plotting, subprocess
libraries: matplotlib, pandas, seaborn
available_workers:... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.000025,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0,
"ollama-cloud-glm-5.2": 0.000025,
"ollama-cloud-kimi-k2.7-code": 0.999975,
"ollama-cloud-qwen3-coder-480b": 0
},
"workflow_distribution": {
"direct": 1,
"verify_the... | bigcodebench-hard-BigCodeBench-592 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-592
task_family: bigcodebench_hard
categories: filesystem
libraries: csv, datetime, os, random
available_workers: ollama-cloud-deepsee... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.0001,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.000018,
"ollama-cloud-glm-5.2": 0.000041,
"ollama-cloud-kimi-k2.7-code": 0.000041,
"ollama-cloud-qwen3-coder-480b": 0.9999
},
"workflow_distribution": {
"direct": 1,
"... | bigcodebench-hard-BigCodeBench-1124 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-1124
task_family: bigcodebench_hard
categories: general
libraries: bs4, re, requests, urllib
available_workers: ollama-cloud-deepseek-... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.644496,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.221202,
"ollama-cloud-glm-5.2": 0.175257,
"ollama-cloud-kimi-k2.7-code": 0.248037,
"ollama-cloud-qwen3-coder-480b": 0.355504
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-1085 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-1085
task_family: bigcodebench_hard
categories: plotting
libraries: collections, matplotlib, re
available_workers: ollama-cloud-deepse... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.602865,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.209051,
"ollama-cloud-glm-5.2": 0.224209,
"ollama-cloud-kimi-k2.7-code": 0.169606,
"ollama-cloud-qwen3-coder-480b": 0.397135
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-532 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-532
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: collections, matplotlib, numpy, scipy
available_workers: o... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.000035,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.000018,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0.000017,
"ollama-cloud-qwen3-coder-480b": 0.999965
},
"workflow_distribution": {
"direct": 1,
"ver... | bigcodebench-hard-BigCodeBench-618 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-618
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: matplotlib, pandas, random, seaborn
available_workers: oll... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.700076,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.299924,
"ollama-cloud-glm-5.2": 0.196054,
"ollama-cloud-kimi-k2.7-code": 0.244866,
"ollama-cloud-qwen3-coder-480b": 0.259156
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-367 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-367
task_family: bigcodebench_hard
categories: plotting
libraries: collections, datetime, matplotlib
available_workers: ollama-cloud-d... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.612382,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.329573,
"ollama-cloud-glm-5.2": 0.2828,
"ollama-cloud-kimi-k2.7-code": 0.000009,
"ollama-cloud-qwen3-coder-480b": 0.387618
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-477 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-477
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: matplotlib, numpy, pandas
available_workers: ollama-cloud-... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 1,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0,
"ollama-cloud-qwen3-coder-480b": 0
},
"workflow_distribution": {
"direct": 1,
"verify_then_fallback": 0
}
} | bigcodebench-hard-BigCodeBench-368 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-368
task_family: bigcodebench_hard
categories: filesystem
libraries: os, random, shutil
available_workers: ollama-cloud-deepseek-v4-pr... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.669854,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.253964,
"ollama-cloud-glm-5.2": 0.153226,
"ollama-cloud-kimi-k2.7-code": 0.330146,
"ollama-cloud-qwen3-coder-480b": 0.262664
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-675 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-675
task_family: bigcodebench_hard
categories: filesystem, general, text
libraries: os, random
available_workers: ollama-cloud-deepsee... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.000089,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.999911,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0.000039,
"ollama-cloud-qwen3-coder-480b": 0.00005
},
"workflow_distribution": {
"direct": 1,
"veri... | bigcodebench-hard-BigCodeBench-637 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-637
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: matplotlib, numpy, pandas, random
available_workers: ollam... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 1,
"verifier_probability": 1,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.238114,
"ollama-cloud-glm-5.2": 0.243391,
"ollama-cloud-kimi-k2.7-code": 0.155174,
"ollama-cloud-qwen3-coder-480b": 0.363321
},
"workflow_distribution": {
"direct": 0,
"ver... | bigcodebench-hard-BigCodeBench-565 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-565
task_family: bigcodebench_hard
categories: filesystem, general
libraries: binascii, ctypes, hashlib
available_workers: ollama-clou... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.577649,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.364438,
"ollama-cloud-glm-5.2": 0.21321,
"ollama-cloud-kimi-k2.7-code": 0.422351,
"ollama-cloud-qwen3-coder-480b": 0
},
"workflow_distribution": {
"direct": 1,
"veri... | bigcodebench-hard-BigCodeBench-1013 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-1013
task_family: bigcodebench_hard
categories: filesystem, network
libraries: bs4, csv, requests, urllib
available_workers: ollama-cl... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.529261,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.000015,
"ollama-cloud-glm-5.2": 0.191679,
"ollama-cloud-kimi-k2.7-code": 0.337567,
"ollama-cloud-qwen3-coder-480b": 0.470739
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-308 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-308
task_family: bigcodebench_hard
categories: datasci
libraries: pandas, random, statistics
available_workers: ollama-cloud-deepseek-... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.503594,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.000018,
"ollama-cloud-glm-5.2": 0.310664,
"ollama-cloud-kimi-k2.7-code": 0.192912,
"ollama-cloud-qwen3-coder-480b": 0.496406
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-445 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-445
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: matplotlib, numpy, scipy
available_workers: ollama-cloud-d... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.479415,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.225115,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0.2543,
"ollama-cloud-qwen3-coder-480b": 0.520585
},
"workflow_distribution": {
"direct": 1,
"verif... | bigcodebench-hard-BigCodeBench-530 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-530
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: collections, matplotlib, numpy, pandas, seaborn
available_... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.000071,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.999929,
"ollama-cloud-glm-5.2": 0.000034,
"ollama-cloud-kimi-k2.7-code": 0.000037,
"ollama-cloud-qwen3-coder-480b": 0
},
"workflow_distribution": {
"direct": 1,
"ver... | bigcodebench-hard-BigCodeBench-129 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-129
task_family: bigcodebench_hard
categories: datasci, network
libraries: bs4, pandas, requests
available_workers: ollama-cloud-deeps... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.64892,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.35108,
"ollama-cloud-glm-5.2": 0.330648,
"ollama-cloud-kimi-k2.7-code": 0.00001,
"ollama-cloud-qwen3-coder-480b": 0.318262
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-906 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-906
task_family: bigcodebench_hard
categories: filesystem, subprocess
libraries: os, re, shutil, zipfile
available_workers: ollama-clo... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.000051,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.000051,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0.999949,
"ollama-cloud-qwen3-coder-480b": 0
},
"workflow_distribution": {
"direct": 1,
"verify_the... | bigcodebench-hard-BigCodeBench-310 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-310
task_family: bigcodebench_hard
categories: filesystem
libraries: csv, os, random, statistics
available_workers: ollama-cloud-deeps... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.6643,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.266469,
"ollama-cloud-glm-5.2": 0.244437,
"ollama-cloud-kimi-k2.7-code": 0.153395,
"ollama-cloud-qwen3-coder-480b": 0.3357
},
"workflow_distribution": {
"direct": 1,
"... | bigcodebench-hard-BigCodeBench-644 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-644
task_family: bigcodebench_hard
categories: filesystem, general, text
libraries: base64, hashlib
available_workers: ollama-cloud-de... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.000034,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0.000034,
"ollama-cloud-qwen3-coder-480b": 0.999966
},
"workflow_distribution": {
"direct": 1,
"verify_the... | bigcodebench-hard-BigCodeBench-777 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-777
task_family: bigcodebench_hard
categories: filesystem
libraries: os, re, zipfile
available_workers: ollama-cloud-deepseek-v4-pro, ... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 1,
"verifier_probability": 1,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.250499,
"ollama-cloud-glm-5.2": 0.173163,
"ollama-cloud-kimi-k2.7-code": 0.206392,
"ollama-cloud-qwen3-coder-480b": 0.369946
},
"workflow_distribution": {
"direct": 0,
"ver... | bigcodebench-hard-BigCodeBench-125 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-125
task_family: bigcodebench_hard
categories: algorithmic, filesystem, general
libraries: collections, itertools, json, random
availa... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.391107,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0,
"ollama-cloud-glm-5.2": 0.391107,
"ollama-cloud-kimi-k2.7-code": 0,
"ollama-cloud-qwen3-coder-480b": 0.608893
},
"workflow_distribution": {
"direct": 1,
"verify_the... | bigcodebench-hard-BigCodeBench-281 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-281
task_family: bigcodebench_hard
categories: algorithmic, filesystem, text
libraries: collections, os, re
available_workers: ollama-... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.597407,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.199299,
"ollama-cloud-glm-5.2": 0.163564,
"ollama-cloud-kimi-k2.7-code": 0.234544,
"ollama-cloud-qwen3-coder-480b": 0.402593
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-870 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-870
task_family: bigcodebench_hard
categories: datasci
libraries: itertools, numpy, pandas
available_workers: ollama-cloud-deepseek-v4... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.672374,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.258499,
"ollama-cloud-glm-5.2": 0.255324,
"ollama-cloud-kimi-k2.7-code": 0.327626,
"ollama-cloud-qwen3-coder-480b": 0.158551
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-184 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-184
task_family: bigcodebench_hard
categories: datasci, subprocess
libraries: pandas, re, sklearn
available_workers: ollama-cloud-deep... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.000045,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.999955,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0.000045,
"ollama-cloud-qwen3-coder-480b": 0
},
"workflow_distribution": {
"direct": 1,
"verify_the... | bigcodebench-hard-BigCodeBench-763 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-763
task_family: bigcodebench_hard
categories: datasci, filesystem
libraries: collections, csv, json, numpy
available_workers: ollama-... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.617565,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.172804,
"ollama-cloud-glm-5.2": 0.156801,
"ollama-cloud-kimi-k2.7-code": 0.287959,
"ollama-cloud-qwen3-coder-480b": 0.382435
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-990 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-990
task_family: bigcodebench_hard
categories: general
libraries: base64, binascii, codecs, urllib
available_workers: ollama-cloud-dee... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0,
"ollama-cloud-qwen3-coder-480b": 1
},
"workflow_distribution": {
"direct": 1,
"verify_then_fallback": 0
}
} | bigcodebench-hard-BigCodeBench-574 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-574
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: matplotlib, numpy, scipy
available_workers: ollama-cloud-d... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.574484,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.385531,
"ollama-cloud-glm-5.2": 0.188954,
"ollama-cloud-kimi-k2.7-code": 0.425516,
"ollama-cloud-qwen3-coder-480b": 0
},
"workflow_distribution": {
"direct": 1,
"ver... | bigcodebench-hard-BigCodeBench-1004 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-1004
task_family: bigcodebench_hard
categories: filesystem, plotting, subprocess
libraries: collections, matplotlib, re, urllib
availa... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 1,
"verifier_probability": 1,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.22753,
"ollama-cloud-glm-5.2": 0.285369,
"ollama-cloud-kimi-k2.7-code": 0.184776,
"ollama-cloud-qwen3-coder-480b": 0.302325
},
"workflow_distribution": {
"direct": 0,
"veri... | bigcodebench-hard-BigCodeBench-327 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-327
task_family: bigcodebench_hard
categories: algorithmic, filesystem, text
libraries: collections, csv, re
available_workers: ollama... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 1,
"verifier_probability": 1,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.279165,
"ollama-cloud-glm-5.2": 0.149917,
"ollama-cloud-kimi-k2.7-code": 0.252437,
"ollama-cloud-qwen3-coder-480b": 0.318481
},
"workflow_distribution": {
"direct": 0,
"ver... | bigcodebench-hard-BigCodeBench-365 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-365
task_family: bigcodebench_hard
categories: algorithmic, filesystem, general
libraries: collections, json, random
available_workers... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.000056,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.999944,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0,
"ollama-cloud-qwen3-coder-480b": 0.000056
},
"workflow_distribution": {
"direct": 1,
"verify_the... | bigcodebench-hard-BigCodeBench-1053 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-1053
task_family: bigcodebench_hard
categories: datasci, filesystem, plotting, subprocess
libraries: matplotlib, pandas, sklearn
avail... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.000052,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.000051,
"ollama-cloud-glm-5.2": 0.999948,
"ollama-cloud-kimi-k2.7-code": 0,
"ollama-cloud-qwen3-coder-480b": 0
},
"workflow_distribution": {
"direct": 1,
"verify_the... | bigcodebench-hard-BigCodeBench-526 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-526
task_family: bigcodebench_hard
categories: datasci, filesystem
libraries: collections, json, numpy, pandas
available_workers: olla... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.587178,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.174178,
"ollama-cloud-glm-5.2": 0.217126,
"ollama-cloud-kimi-k2.7-code": 0.195875,
"ollama-cloud-qwen3-coder-480b": 0.412822
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-19 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-19
task_family: bigcodebench_hard
categories: filesystem
libraries: glob, os, zipfile
available_workers: ollama-cloud-deepseek-v4-pro,... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.308569,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0,
"ollama-cloud-glm-5.2": 0.691431,
"ollama-cloud-kimi-k2.7-code": 0.308569,
"ollama-cloud-qwen3-coder-480b": 0
},
"workflow_distribution": {
"direct": 1,
"verify_the... | bigcodebench-hard-BigCodeBench-339 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-339
task_family: bigcodebench_hard
categories: filesystem, general, network, text
libraries: hashlib, hmac, json, urllib
available_wor... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.418568,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.000011,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0.418557,
"ollama-cloud-qwen3-coder-480b": 0.581432
},
"workflow_distribution": {
"direct": 1,
"ver... | bigcodebench-hard-BigCodeBench-13 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-13
task_family: bigcodebench_hard
categories: filesystem, network, subprocess
libraries: ftplib, os, subprocess
available_workers: oll... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.654982,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.338809,
"ollama-cloud-glm-5.2": 0.00001,
"ollama-cloud-kimi-k2.7-code": 0.345018,
"ollama-cloud-qwen3-coder-480b": 0.316163
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-92 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-92
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: matplotlib, pandas, sklearn
available_workers: ollama-cloud... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.611159,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.000012,
"ollama-cloud-glm-5.2": 0.229571,
"ollama-cloud-kimi-k2.7-code": 0.388841,
"ollama-cloud-qwen3-coder-480b": 0.381576
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-671 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-671
task_family: bigcodebench_hard
categories: filesystem, general
libraries: json, os, random
available_workers: ollama-cloud-deepsee... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.649244,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.00002,
"ollama-cloud-glm-5.2": 0.324891,
"ollama-cloud-kimi-k2.7-code": 0.350756,
"ollama-cloud-qwen3-coder-480b": 0.324333
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-539 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-539
task_family: bigcodebench_hard
categories: filesystem, general
libraries: os, random, sqlite3
available_workers: ollama-cloud-deep... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 1,
"verifier_probability": 1,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.283117,
"ollama-cloud-glm-5.2": 0.206599,
"ollama-cloud-kimi-k2.7-code": 0.155561,
"ollama-cloud-qwen3-coder-480b": 0.354724
},
"workflow_distribution": {
"direct": 0,
"ver... | bigcodebench-hard-BigCodeBench-397 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-397
task_family: bigcodebench_hard
categories: filesystem, network, text
libraries: json, re, urllib
available_workers: ollama-cloud-d... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.422855,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.000035,
"ollama-cloud-glm-5.2": 0.000023,
"ollama-cloud-kimi-k2.7-code": 0.422798,
"ollama-cloud-qwen3-coder-480b": 0.577145
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-37 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-37
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: matplotlib, seaborn, sklearn
available_workers: ollama-clou... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.674248,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.325752,
"ollama-cloud-glm-5.2": 0.295402,
"ollama-cloud-kimi-k2.7-code": 0.215503,
"ollama-cloud-qwen3-coder-480b": 0.163344
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-752 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-752
task_family: bigcodebench_hard
categories: datasci
libraries: numpy, pandas, sklearn
available_workers: ollama-cloud-deepseek-v4-p... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.64199,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.268149,
"ollama-cloud-glm-5.2": 0.153595,
"ollama-cloud-kimi-k2.7-code": 0.220245,
"ollama-cloud-qwen3-coder-480b": 0.35801
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-854 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-854
task_family: bigcodebench_hard
categories: general
libraries: functools, itertools, math
available_workers: ollama-cloud-deepseek-... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.640863,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.214675,
"ollama-cloud-glm-5.2": 0.230974,
"ollama-cloud-kimi-k2.7-code": 0.195215,
"ollama-cloud-qwen3-coder-480b": 0.359137
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-999 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-999
task_family: bigcodebench_hard
categories: filesystem, subprocess
libraries: collections, csv, os, urllib
available_workers: ollam... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.682234,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.265304,
"ollama-cloud-glm-5.2": 0.26542,
"ollama-cloud-kimi-k2.7-code": 0.15151,
"ollama-cloud-qwen3-coder-480b": 0.317766
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-969 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-969
task_family: bigcodebench_hard
categories: datasci, subprocess
libraries: numpy, pandas, sklearn
available_workers: ollama-cloud-d... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 1,
"verifier_probability": 1,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.275984,
"ollama-cloud-glm-5.2": 0.140449,
"ollama-cloud-kimi-k2.7-code": 0.249541,
"ollama-cloud-qwen3-coder-480b": 0.334027
},
"workflow_distribution": {
"direct": 0,
"ver... | bigcodebench-hard-BigCodeBench-100 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-100
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: datetime, matplotlib, pandas, random
available_workers: ol... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.64086,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.324807,
"ollama-cloud-glm-5.2": 0.000006,
"ollama-cloud-kimi-k2.7-code": 0.316047,
"ollama-cloud-qwen3-coder-480b": 0.35914
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-370 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-370
task_family: bigcodebench_hard
categories: filesystem, subprocess, text
libraries: glob, json, os, re
available_workers: ollama-cl... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.725287,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.272159,
"ollama-cloud-glm-5.2": 0.274713,
"ollama-cloud-kimi-k2.7-code": 0.261582,
"ollama-cloud-qwen3-coder-480b": 0.191546
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-99 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-99
task_family: bigcodebench_hard
categories: datasci, plotting
libraries: matplotlib, pandas, seaborn, sklearn
available_workers: oll... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0,
"ollama-cloud-glm-5.2": 0,
"ollama-cloud-kimi-k2.7-code": 0,
"ollama-cloud-qwen3-coder-480b": 1
},
"workflow_distribution": {
"direct": 1,
"verify_then_fallback": 0
}
} | bigcodebench-hard-BigCodeBench-283 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-283
task_family: bigcodebench_hard
categories: algorithmic, filesystem
libraries: collections, json, os
available_workers: ollama-clou... |
mempool.qwen_logits_orchestrator_row.v1 | {
"abstain_probability": 0,
"verifier_probability": 0.640971,
"worker_distribution": {
"ollama-cloud-deepseek-v4-pro": 0.31352,
"ollama-cloud-glm-5.2": 0.147842,
"ollama-cloud-kimi-k2.7-code": 0.179609,
"ollama-cloud-qwen3-coder-480b": 0.359029
},
"workflow_distribution": {
"direct": 1,
... | bigcodebench-hard-BigCodeBench-672 | Choose an orchestration action for this task.
Return JSON with worker_distribution, workflow_kind, verifier_probability, and abstain_probability.
task_id: bigcodebench-hard-BigCodeBench-672
task_family: bigcodebench_hard
categories: filesystem, general
libraries: csv, sys
available_workers: ollama-cloud-deepseek-v4-pro... |
mempool Qwen Logits Orchestrator Rows
This dataset contains measured task-level orchestration training rows for the
mempool Qwen-small logits-head orchestrator path.
- Train rows:
53 - Train data file:
20260628-qwen-small-logits-orchestrator-split-train.jsonl - Held-out rows:
13 - Held-out data file:
20260628-qwen-small-logits-orchestrator-split-heldout.jsonl - Split manifest:
20260628-qwen-small-logits-orchestrator-split-manifest.json - Targets: worker distribution, workflow distribution, verifier probability, abstain probability
- Source: measured BigCodeBench task-worker outcome substrate
The rows are intended for training an explicit routing-head orchestrator. They are not raw user traces and do not contain API keys.
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