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Open-weight model

margent-mcq-rsi

by Madison MaliDDD/margent-mcq-rsi

margent-mcq-rsi is an open-weight model from Madison. Its published files total 853.4 MB.

Parameters—
Context—
Weights582.1 MB
License—
AccessOpen weights
Monthly Downloads—

Model Card

The publisher has not written a card for this model.

Identity and Version

Repository
MaliDDD/margent-mcq-rsi
Publisher
Madison
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
8fcfa8ea0538496c85e0869d86ae551bf5819eb0
First published
2026-10-02
Last updated
2026-10-06

Files and Weights

2,199 files, 853.4 MB in total. The weights are 8 files totalling 582.1 MB in bin, safetensors.

Weights8 files · 582.1 MB
Configuration1886 files · 20.7 MB
Tokenizer10 files · 100.0 MB
Documentation108 files · 575.8 KB
Other186 files · 150.0 MB
Repository1 file · 9.2 KB
Every file (first 2,199)
FileTypeSizeSHA-256
runs/aqua_abl/r1/grpo/final/adapter_model.safetensorsWeights116.4 MB 6efa0f89b5e9
runs/aqua_abl/r2/dynamic_sft/sft/model/adapter_model.safetensorsWeights116.4 MB d7a67899de28
runs/aqua_abl/r2/dynamic_sft/sft/model/training_args.binWeights5.3 KB ea10850bb42c
runs/aqua_abl/r2/success/grpo/final/adapter_model.safetensorsWeights116.4 MB 67952a14bf63
runs/aqua_abl/r2/success/sft/model/adapter_model.safetensorsWeights116.4 MB 51c065407ac2
runs/aqua_abl/r2/success/sft/model/training_args.binWeights5.3 KB ed48cfb6e874
runs/aqua_abl/r3/dynamic_sft/sft/model/adapter_model.safetensorsWeights116.4 MB b388f9a2c0cb
runs/aqua_abl/r3/dynamic_sft/sft/model/training_args.binWeights5.3 KB 16b0dc994685
advisor_cache/locked_test/aqua.jsonConfiguration1.9 KB —
advisor_cache/locked_test/gpqa.jsonConfiguration1.3 KB —
advisor_cache/locked_test/medqa.jsonConfiguration694 B —
advisor_cache/locked_test/mmlu_pro.jsonConfiguration2.0 KB —
advisor_cache/preflight/aqua.jsonConfiguration8.6 KB —
advisor_cache/preflight/gpqa.jsonConfiguration8.8 KB —
advisor_cache/preflight/medqa.jsonConfiguration8.8 KB —
advisor_cache/preflight/mmlu_pro.jsonConfiguration8.8 KB —
import/aqua/import_manifest.jsonConfiguration10.9 KB —
import/gpqa/import_manifest.jsonConfiguration10.3 KB —
import/medqa/import_manifest.jsonConfiguration9.2 KB —
import/mmlu_pro/import_manifest.jsonConfiguration10.4 KB —
logs/advisor_ab/aqua_summary_s4096.jsonConfiguration2.6 KB —
logs/advisor_ab/aqua_summary_s4096_arms-v2.jsonConfiguration4.7 KB —
logs/advisor_ab/gpqa_summary.jsonConfiguration2.2 KB —
logs/advisor_ab/gpqa_summary_s4096.jsonConfiguration2.3 KB —
logs/advisor_ab/gpqa_summary_s4096_arms-v2.jsonConfiguration4.2 KB —
logs/advisor_ab/medqa_summary.jsonConfiguration2.2 KB —
logs/advisor_ab/medqa_summary_s4096.jsonConfiguration2.3 KB —
logs/advisor_ab/medqa_summary_s4096_arms-v2.jsonConfiguration4.3 KB —
logs/advisor_ab/mmlu_pro_summary.jsonConfiguration2.2 KB —
logs/advisor_ab/mmlu_pro_summary_s4096.jsonConfiguration2.3 KB —
logs/advisor_ab/mmlu_pro_summary_s4096_arms-v2.jsonConfiguration4.2 KB —
logs/d14_evidence/build.pyConfiguration1.6 KB —
logs/d14_evidence/outputs.jsonConfiguration536.0 KB —
logs/d14_evidence/preflight_medqa.jsonConfiguration13.3 KB —
logs/d14_evidence/run2.pyConfiguration2.5 KB —
logs/d14_evidence/summary.jsonConfiguration1.5 KB —
logs/hf_backup_last.jsonConfiguration303 B —
logs/queue_state.jsonConfiguration490 B —
logs/supervisor2_state.jsonConfiguration437 B —
logs/supervisor3_state.jsonConfiguration155 B —
logs/supervisor_state.jsonConfiguration343 B —
runs/aqua_abl/acks.jsonConfiguration340 B —
runs/aqua_abl/analysis/analysis.jsonConfiguration9.5 KB —
runs/aqua_abl/budget.jsonConfiguration97 B —
runs/aqua_abl/final/S_1/dev_forced_extractor+reasoner+verifier/.mcq_rsi_complete.jsonConfiguration335 B —
runs/aqua_abl/final/S_1/dev_forced_extractor+reasoner+verifier/final.jsonConfiguration326 B —
runs/aqua_abl/final/S_1/dev_forced_extractor+reasoner+verifier/manager_forced_extractor_reasoner_verifier_report.jsonConfiguration294 B —
runs/aqua_abl/final/S_1/dev_forced_extractor+reasoner+verifier/mcq_rsi_forced_extractor_reasoner_verifier.jsonConfiguration4.8 KB —
runs/aqua_abl/final/S_1/dev_forced_extractor/.mcq_rsi_complete.jsonConfiguration318 B —
runs/aqua_abl/final/S_1/dev_forced_extractor/final.jsonConfiguration333 B —
runs/aqua_abl/final/S_1/dev_forced_extractor/manager_forced_extractor_report.jsonConfiguration278 B —
runs/aqua_abl/final/S_1/dev_forced_extractor/mcq_rsi_forced_extractor.jsonConfiguration4.7 KB —
runs/aqua_abl/final/S_1/dev_forced_reasoner/.mcq_rsi_complete.jsonConfiguration315 B —
runs/aqua_abl/final/S_1/dev_forced_reasoner/final.jsonConfiguration332 B —
runs/aqua_abl/final/S_1/dev_forced_reasoner/manager_forced_reasoner_report.jsonConfiguration277 B —
runs/aqua_abl/final/S_1/dev_forced_reasoner/mcq_rsi_forced_reasoner.jsonConfiguration4.7 KB —
runs/aqua_abl/final/S_1/dev_forced_verifier/.mcq_rsi_complete.jsonConfiguration316 B —
runs/aqua_abl/final/S_1/dev_forced_verifier/final.jsonConfiguration331 B —
runs/aqua_abl/final/S_1/dev_forced_verifier/manager_forced_verifier_report.jsonConfiguration276 B —
runs/aqua_abl/final/S_1/dev_forced_verifier/mcq_rsi_forced_verifier.jsonConfiguration4.7 KB —
runs/aqua_abl/final/S_1/test/.mcq_rsi_complete.jsonConfiguration302 B —
runs/aqua_abl/final/S_1/test/final.jsonConfiguration1.6 KB —
runs/aqua_abl/final/S_1/test/manager_tool_eval_report.jsonConfiguration755 B —
runs/aqua_abl/final/S_1/test/mcq_rsi_eval.jsonConfiguration5.5 KB —
runs/aqua_abl/final/dynamic_sft/dev_forced_extractor+reasoner+verifier/.mcq_rsi_complete.jsonConfiguration343 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_extractor+reasoner+verifier/final.jsonConfiguration334 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_extractor+reasoner+verifier/manager_forced_extractor_reasoner_verifier_report.jsonConfiguration310 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_extractor+reasoner+verifier/mcq_rsi_forced_extractor_reasoner_verifier.jsonConfiguration5.6 KB —
runs/aqua_abl/final/dynamic_sft/dev_forced_extractor/.mcq_rsi_complete.jsonConfiguration325 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_extractor/final.jsonConfiguration342 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_extractor/manager_forced_extractor_report.jsonConfiguration294 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_extractor/mcq_rsi_forced_extractor.jsonConfiguration5.5 KB —
runs/aqua_abl/final/dynamic_sft/dev_forced_reasoner/.mcq_rsi_complete.jsonConfiguration325 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_reasoner/final.jsonConfiguration340 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_reasoner/manager_forced_reasoner_report.jsonConfiguration293 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_reasoner/mcq_rsi_forced_reasoner.jsonConfiguration5.5 KB —
runs/aqua_abl/final/dynamic_sft/dev_forced_verifier/.mcq_rsi_complete.jsonConfiguration325 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_verifier/final.jsonConfiguration278 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_verifier/manager_forced_verifier_report.jsonConfiguration277 B —
runs/aqua_abl/final/dynamic_sft/dev_forced_verifier/mcq_rsi_forced_verifier.jsonConfiguration5.4 KB —
runs/aqua_abl/final/dynamic_sft/test/.mcq_rsi_complete.jsonConfiguration310 B —
runs/aqua_abl/final/dynamic_sft/test/final.jsonConfiguration855 B —
runs/aqua_abl/final/dynamic_sft/test/manager_tool_eval_report.jsonConfiguration745 B —
runs/aqua_abl/final/dynamic_sft/test/mcq_rsi_eval.jsonConfiguration6.2 KB —
runs/aqua_abl/final/finals.jsonConfiguration5.7 KB —
runs/aqua_abl/final/success/dev_forced_extractor+reasoner+verifier/.mcq_rsi_complete.jsonConfiguration339 B —
runs/aqua_abl/final/success/dev_forced_extractor+reasoner+verifier/final.jsonConfiguration330 B —
runs/aqua_abl/final/success/dev_forced_extractor+reasoner+verifier/manager_forced_extractor_reasoner_verifier_report.jsonConfiguration307 B —
runs/aqua_abl/final/success/dev_forced_extractor+reasoner+verifier/mcq_rsi_forced_extractor_reasoner_verifier.jsonConfiguration4.8 KB —
runs/aqua_abl/final/success/dev_forced_extractor/.mcq_rsi_complete.jsonConfiguration321 B —
runs/aqua_abl/final/success/dev_forced_extractor/final.jsonConfiguration336 B —
runs/aqua_abl/final/success/dev_forced_extractor/manager_forced_extractor_report.jsonConfiguration290 B —
runs/aqua_abl/final/success/dev_forced_extractor/mcq_rsi_forced_extractor.jsonConfiguration4.8 KB —
runs/aqua_abl/final/success/dev_forced_reasoner/.mcq_rsi_complete.jsonConfiguration321 B —
runs/aqua_abl/final/success/dev_forced_reasoner/final.jsonConfiguration335 B —
runs/aqua_abl/final/success/dev_forced_reasoner/manager_forced_reasoner_report.jsonConfiguration289 B —
runs/aqua_abl/final/success/dev_forced_reasoner/mcq_rsi_forced_reasoner.jsonConfiguration4.8 KB —
runs/aqua_abl/final/success/dev_forced_verifier/.mcq_rsi_complete.jsonConfiguration321 B —
runs/aqua_abl/final/success/dev_forced_verifier/final.jsonConfiguration335 B —
runs/aqua_abl/final/success/dev_forced_verifier/manager_forced_verifier_report.jsonConfiguration289 B —
runs/aqua_abl/final/success/dev_forced_verifier/mcq_rsi_forced_verifier.jsonConfiguration4.8 KB —
runs/aqua_abl/final/success/test/.mcq_rsi_complete.jsonConfiguration306 B —
runs/aqua_abl/final/success/test/final.jsonConfiguration761 B —
runs/aqua_abl/final/success/test/manager_tool_eval_report.jsonConfiguration652 B —
runs/aqua_abl/final/success/test/mcq_rsi_eval.jsonConfiguration5.4 KB —
runs/aqua_abl/prefetch/advisors/.mcq_rsi_complete.jsonConfiguration308 B —
runs/aqua_abl/prefetch/advisors/prefetch.jsonConfiguration1.5 KB —
runs/aqua_abl/r1/S1_dev/.mcq_rsi_complete.jsonConfiguration296 B —
runs/aqua_abl/r1/S1_dev/decision.jsonConfiguration991 B —
runs/aqua_abl/r1/S1_dev/manager_tool_eval_report.jsonConfiguration754 B —
runs/aqua_abl/r1/S1_dev/mcq_rsi_eval.jsonConfiguration5.5 KB —
runs/aqua_abl/r1/S1_dev/parity.jsonConfiguration1.7 KB —
runs/aqua_abl/r1/grpo/.mcq_rsi_complete.jsonConfiguration295 B —
runs/aqua_abl/r1/grpo/baseline.jsonConfiguration924 B —
runs/aqua_abl/r1/grpo/controller_stage.jsonConfiguration181 B —
runs/aqua_abl/r1/grpo/final/adapter_config.jsonConfiguration1.0 KB —
runs/aqua_abl/r1/grpo/resume.jsonConfiguration1.2 KB —
runs/aqua_abl/r1/grpo/step-00001-kimdf2rd/adapter_config.jsonConfiguration1.0 KB —
runs/aqua_abl/r1/grpo/step-00001-kimdf2rd/step.jsonConfiguration2.3 KB —
runs/aqua_abl/r1/grpo/step-00002-cwu089ld/adapter_config.jsonConfiguration1.0 KB —
runs/aqua_abl/r1/grpo/step-00002-cwu089ld/step.jsonConfiguration2.6 KB —
runs/aqua_abl/r1/grpo/step-00003-mr8io1sq/adapter_config.jsonConfiguration1.0 KB —
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runs/aqua_abl/r1/grpo/step-00004-1uw9go2s/adapter_config.jsonConfiguration1.0 KB —
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runs/aqua_abl/r1/grpo/step-00005-y1l25vur/adapter_config.jsonConfiguration1.0 KB —
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runs/aqua_abl/r1/grpo/step-00007-44bm70jn/adapter_config.jsonConfiguration1.0 KB —
runs/aqua_abl/r1/grpo/step-00007-44bm70jn/step.jsonConfiguration2.6 KB —
runs/aqua_abl/r1/grpo/step-00008-zqw3_7h0/adapter_config.jsonConfiguration1.0 KB —
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runs/aqua_abl/r1/grpo/step-00009-flt9y5v4/adapter_config.jsonConfiguration1.0 KB —
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runs/aqua_abl/r1/grpo/step-00010-rr409mpq/adapter_config.jsonConfiguration1.0 KB —
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runs/aqua_abl/r1/grpo/step-00011-31pfrpek/adapter_config.jsonConfiguration1.0 KB —
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runs/aqua_abl/r1/grpo/step-00018-tl35i107/adapter_config.jsonConfiguration1.0 KB —
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runs/aqua_abl/r1/grpo/step-00022-0ezwidjm/adapter_config.jsonConfiguration1.0 KB —
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runs/aqua_abl/r1/grpo/step-00025-otouzq51/adapter_config.jsonConfiguration1.0 KB —
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License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
582.1 MB
Download from Madison

Released by Madison through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published582.1 MB

Weights only, from the published parameter count; the key-value cache and runtime add to this.