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Open-weight model

margent-mcq-rsi-aqua_v2

by Madison MaliDDD/margent-mcq-rsi-aqua_v2

margent-mcq-rsi-aqua_v2 is an open-weight model from Madison. Its published files total 615.6 MB.

Parameters—
Context—
Weights465.7 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-aqua_v2
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
5ea6fb0a30168082930a95af2a49cf541d09021f
First published
2026-10-07
Last updated
2026-10-08

Files and Weights

1,070 files, 615.6 MB in total. The weights are 8 files totalling 465.7 MB in bin, safetensors.

Weights8 files · 465.7 MB
Configuration954 files · 10.6 MB
Tokenizer8 files · 80.0 MB
Documentation6 files · 29.0 KB
Other93 files · 59.4 MB
Repository1 file · 1.9 KB
Every file
FileTypeSizeSHA-256
runs/aqua_v2/r2/dynamic_sft/sft/model/adapter_model.safetensorsWeights116.4 MB bb3763f0041a
runs/aqua_v2/r2/dynamic_sft/sft/model/training_args.binWeights5.3 KB d04fbb6850ea
runs/aqua_v2/r2/static_sft/sft/model/adapter_model.safetensorsWeights116.4 MB 73fd874411a9
runs/aqua_v2/r2/static_sft/sft/model/training_args.binWeights5.3 KB 3cbae9d04091
runs/aqua_v2/r3/dynamic_sft/sft/model/adapter_model.safetensorsWeights116.4 MB e9e05d09c0d1
runs/aqua_v2/r3/dynamic_sft/sft/model/training_args.binWeights5.3 KB 92ba40ef70e0
runs/aqua_v2/r3/static_sft/sft/model/adapter_model.safetensorsWeights116.4 MB 8df4363e0a04
runs/aqua_v2/r3/static_sft/sft/model/training_args.binWeights5.3 KB e0c75ec9e30e
advisor_cache/locked_test/aqua.jsonConfiguration1.4 KB —
advisor_cache/locked_test/gpqa.jsonConfiguration1.4 KB —
advisor_cache/locked_test/medqa.jsonConfiguration1.4 KB —
advisor_cache/locked_test/mmlu_pro.jsonConfiguration1.5 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.jsonConfiguration11.0 KB —
import/gpqa/import_manifest.jsonConfiguration10.4 KB —
import/medqa/import_manifest.jsonConfiguration9.3 KB —
import/mmlu_pro/import_manifest.jsonConfiguration10.5 KB —
runs/aqua_v2/acks.jsonConfiguration1.7 KB —
runs/aqua_v2/analysis/analysis.jsonConfiguration8.2 KB —
runs/aqua_v2/budget.jsonConfiguration97 B —
runs/aqua_v2/final/S_1/dev_forced_extractor+reasoner+verifier/.mcq_rsi_complete.jsonConfiguration336 B —
runs/aqua_v2/final/S_1/dev_forced_extractor+reasoner+verifier/final.jsonConfiguration326 B —
runs/aqua_v2/final/S_1/dev_forced_extractor+reasoner+verifier/manager_forced_extractor_reasoner_verifier_report.jsonConfiguration294 B —
runs/aqua_v2/final/S_1/dev_forced_extractor+reasoner+verifier/mcq_rsi_forced_extractor_reasoner_verifier.jsonConfiguration4.8 KB —
runs/aqua_v2/final/S_1/dev_forced_extractor/.mcq_rsi_complete.jsonConfiguration318 B —
runs/aqua_v2/final/S_1/dev_forced_extractor/final.jsonConfiguration333 B —
runs/aqua_v2/final/S_1/dev_forced_extractor/manager_forced_extractor_report.jsonConfiguration278 B —
runs/aqua_v2/final/S_1/dev_forced_extractor/mcq_rsi_forced_extractor.jsonConfiguration4.7 KB —
runs/aqua_v2/final/S_1/dev_forced_reasoner/.mcq_rsi_complete.jsonConfiguration316 B —
runs/aqua_v2/final/S_1/dev_forced_reasoner/final.jsonConfiguration331 B —
runs/aqua_v2/final/S_1/dev_forced_reasoner/manager_forced_reasoner_report.jsonConfiguration276 B —
runs/aqua_v2/final/S_1/dev_forced_reasoner/mcq_rsi_forced_reasoner.jsonConfiguration4.7 KB —
runs/aqua_v2/final/S_1/dev_forced_verifier/.mcq_rsi_complete.jsonConfiguration316 B —
runs/aqua_v2/final/S_1/dev_forced_verifier/final.jsonConfiguration331 B —
runs/aqua_v2/final/S_1/dev_forced_verifier/manager_forced_verifier_report.jsonConfiguration276 B —
runs/aqua_v2/final/S_1/dev_forced_verifier/mcq_rsi_forced_verifier.jsonConfiguration4.7 KB —
runs/aqua_v2/final/S_1/test/.mcq_rsi_complete.jsonConfiguration302 B —
runs/aqua_v2/final/S_1/test/final.jsonConfiguration1.6 KB —
runs/aqua_v2/final/S_1/test/manager_tool_eval_report.jsonConfiguration755 B —
runs/aqua_v2/final/S_1/test/mcq_rsi_eval.jsonConfiguration5.5 KB —
runs/aqua_v2/final/dynamic_sft/dev_forced_extractor+reasoner+verifier/.mcq_rsi_complete.jsonConfiguration343 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_extractor+reasoner+verifier/final.jsonConfiguration334 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_extractor+reasoner+verifier/manager_forced_extractor_reasoner_verifier_report.jsonConfiguration309 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_extractor+reasoner+verifier/mcq_rsi_forced_extractor_reasoner_verifier.jsonConfiguration5.6 KB —
runs/aqua_v2/final/dynamic_sft/dev_forced_extractor/.mcq_rsi_complete.jsonConfiguration325 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_extractor/final.jsonConfiguration340 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_extractor/manager_forced_extractor_report.jsonConfiguration292 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_extractor/mcq_rsi_forced_extractor.jsonConfiguration5.5 KB —
runs/aqua_v2/final/dynamic_sft/dev_forced_reasoner/.mcq_rsi_complete.jsonConfiguration325 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_reasoner/final.jsonConfiguration339 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_reasoner/manager_forced_reasoner_report.jsonConfiguration292 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_reasoner/mcq_rsi_forced_reasoner.jsonConfiguration5.5 KB —
runs/aqua_v2/final/dynamic_sft/dev_forced_verifier/.mcq_rsi_complete.jsonConfiguration325 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_verifier/final.jsonConfiguration339 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_verifier/manager_forced_verifier_report.jsonConfiguration291 B —
runs/aqua_v2/final/dynamic_sft/dev_forced_verifier/mcq_rsi_forced_verifier.jsonConfiguration5.5 KB —
runs/aqua_v2/final/dynamic_sft/test/.mcq_rsi_complete.jsonConfiguration310 B —
runs/aqua_v2/final/dynamic_sft/test/final.jsonConfiguration854 B —
runs/aqua_v2/final/dynamic_sft/test/manager_tool_eval_report.jsonConfiguration740 B —
runs/aqua_v2/final/dynamic_sft/test/mcq_rsi_eval.jsonConfiguration6.2 KB —
runs/aqua_v2/final/finals.jsonConfiguration5.6 KB —
runs/aqua_v2/final/static_sft/dev_forced_extractor+reasoner+verifier/.mcq_rsi_complete.jsonConfiguration343 B —
runs/aqua_v2/final/static_sft/dev_forced_extractor+reasoner+verifier/final.jsonConfiguration333 B —
runs/aqua_v2/final/static_sft/dev_forced_extractor+reasoner+verifier/manager_forced_extractor_reasoner_verifier_report.jsonConfiguration308 B —
runs/aqua_v2/final/static_sft/dev_forced_extractor+reasoner+verifier/mcq_rsi_forced_extractor_reasoner_verifier.jsonConfiguration5.6 KB —
runs/aqua_v2/final/static_sft/dev_forced_extractor/.mcq_rsi_complete.jsonConfiguration325 B —
runs/aqua_v2/final/static_sft/dev_forced_extractor/final.jsonConfiguration339 B —
runs/aqua_v2/final/static_sft/dev_forced_extractor/manager_forced_extractor_report.jsonConfiguration291 B —
runs/aqua_v2/final/static_sft/dev_forced_extractor/mcq_rsi_forced_extractor.jsonConfiguration5.5 KB —
runs/aqua_v2/final/static_sft/dev_forced_reasoner/.mcq_rsi_complete.jsonConfiguration322 B —
runs/aqua_v2/final/static_sft/dev_forced_reasoner/final.jsonConfiguration338 B —
runs/aqua_v2/final/static_sft/dev_forced_reasoner/manager_forced_reasoner_report.jsonConfiguration291 B —
runs/aqua_v2/final/static_sft/dev_forced_reasoner/mcq_rsi_forced_reasoner.jsonConfiguration5.5 KB —
runs/aqua_v2/final/static_sft/dev_forced_verifier/.mcq_rsi_complete.jsonConfiguration322 B —
runs/aqua_v2/final/static_sft/dev_forced_verifier/final.jsonConfiguration338 B —
runs/aqua_v2/final/static_sft/dev_forced_verifier/manager_forced_verifier_report.jsonConfiguration290 B —
runs/aqua_v2/final/static_sft/dev_forced_verifier/mcq_rsi_forced_verifier.jsonConfiguration5.5 KB —
runs/aqua_v2/final/static_sft/test/.mcq_rsi_complete.jsonConfiguration308 B —
runs/aqua_v2/final/static_sft/test/final.jsonConfiguration963 B —
runs/aqua_v2/final/static_sft/test/manager_tool_eval_report.jsonConfiguration794 B —
runs/aqua_v2/final/static_sft/test/mcq_rsi_eval.jsonConfiguration6.3 KB —
runs/aqua_v2/prefetch/advisors/.mcq_rsi_complete.jsonConfiguration309 B —
runs/aqua_v2/prefetch/advisors/prefetch.jsonConfiguration1.5 KB —
runs/aqua_v2/r1/S1_dev/.mcq_rsi_complete.jsonConfiguration296 B —
runs/aqua_v2/r1/S1_dev/decision.jsonConfiguration950 B —
runs/aqua_v2/r1/S1_dev/manager_tool_eval_report.jsonConfiguration741 B —
runs/aqua_v2/r1/S1_dev/mcq_rsi_eval.jsonConfiguration5.5 KB —
runs/aqua_v2/r1/S1_dev/parity.jsonConfiguration1.7 KB —
runs/aqua_v2/r2/collect/.mcq_rsi_complete.jsonConfiguration299 B —
runs/aqua_v2/r2/collect/collect_manifest.jsonConfiguration2.7 KB —
runs/aqua_v2/r2/collect/marginal_value_report.jsonConfiguration1.6 KB —
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.gitattributesRepository1.9 KB —
runs/aqua_v2/r2/dynamic_sft/sft/model/tokenizer.jsonTokenizer20.0 MB 06b9509352d2
runs/aqua_v2/r2/dynamic_sft/sft/model/tokenizer_config.jsonTokenizer1.1 KB —
runs/aqua_v2/r2/static_sft/sft/model/tokenizer.jsonTokenizer20.0 MB 06b9509352d2
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runs/aqua_v2/r3/dynamic_sft/sft/model/tokenizer.jsonTokenizer20.0 MB 06b9509352d2
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License and Download

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

Released by Madison through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published465.7 MB

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