AI_Weather_Quest is an open-weight model from Wuff Mann, released under Apache License 2.0. Its published files total 47.3 MB.
Parameters—
Context—
Weights11.3 MB
Licenseapache-2.0
AccessOpen weights
Monthly Downloads—
Model Card
The publisher has not written a card for this model.
Identity and Version
- Repository
- wuff-mann/AI_Weather_Quest
- Publisher
- Wuff Mann
- 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
- 5972ac02cf324c7728b45514e7cc1e914fff81be
- First published
- 2026-10-10
- Last updated
- 2026-10-16
Files and Weights
128 files, 47.3 MB in total. The weights are 40 files totalling 11.3 MB in pt.
Weights40 files · 11.3 MB
Configuration36 files · 566.9 KB
Documentation1 file · 28 B
Other50 files · 35.4 MB
Repository1 file · 1.5 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| CIDM-v2/A3-SOC0/best.pt | Weights | 612.3 KB | 3f4b647954c9 |
| CIDM-v2/A3-SOC0/latest.pt | Weights | 612.7 KB | 68923e1f83b1 |
| checkpoints/A3_R4_NoSOC_best.pt | Weights | 477.2 KB | c8afa308ad47 |
| checkpoints/A3_R4_NoSOC_best_model_only.pt | Weights | 154.2 KB | 3c7bbf99b99a |
| checkpoints/A3_R4_NoSOC_latest.pt | Weights | 477.7 KB | 67cd10c4e73c |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_noaux_step0000.pt | Weights | 93.2 KB | bf78c84f9f1d |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_noaux_step0008.pt | Weights | 269.0 KB | 3d4aec2173d0 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_noaux_step0016.pt | Weights | 269.0 KB | a78f7743de76 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_noaux_step0024.pt | Weights | 269.0 KB | e9165957b3f4 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_noaux_step0032.pt | Weights | 269.0 KB | 4acbd87fb99a |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_noaux_step0040.pt | Weights | 269.0 KB | a19656d8a65e |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_noaux_step0048.pt | Weights | 269.0 KB | ee9d7a4757ff |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_noaux_step0056.pt | Weights | 269.0 KB | e6ee9bf366d2 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_noaux_step0064.pt | Weights | 269.0 KB | 0031e8e356e4 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_step0000.pt | Weights | 93.0 KB | 13adfa1b7321 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_step0008.pt | Weights | 268.5 KB | b6f4373dc8e2 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_step0016.pt | Weights | 268.5 KB | 31dd6dfa2ca3 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_step0024.pt | Weights | 268.5 KB | 32fd7185145f |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_step0032.pt | Weights | 268.5 KB | 72b6f923cafa |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_step0040.pt | Weights | 268.5 KB | 68bfa8209125 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_step0048.pt | Weights | 268.5 KB | ee57d9014f55 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_step0056.pt | Weights | 268.5 KB | 58ab07249ff1 |
| experiments/MHC_REAL_A1/pilot_seed17_mhc_step0064.pt | Weights | 268.5 KB | e55f47fb3ecd |
| experiments/MHC_REAL_A1/pilot_seed17_stateless_step0000.pt | Weights | 93.2 KB | 488db3159c0f |
| experiments/MHC_REAL_A1/pilot_seed17_stateless_step0008.pt | Weights | 269.0 KB | 8564fa6b02b9 |
| experiments/MHC_REAL_A1/pilot_seed17_stateless_step0016.pt | Weights | 269.0 KB | 42792020756d |
| experiments/MHC_REAL_A1/pilot_seed17_stateless_step0024.pt | Weights | 269.0 KB | c1297071cf2c |
| experiments/MHC_REAL_A1/pilot_seed17_stateless_step0032.pt | Weights | 269.0 KB | c95fcb3a196d |
| experiments/MHC_REAL_A1/pilot_seed17_stateless_step0040.pt | Weights | 269.0 KB | 84d1bb51dafe |
| experiments/MHC_REAL_A1/pilot_seed17_stateless_step0048.pt | Weights | 269.0 KB | a2a4ffa22bf4 |
| experiments/MHC_REAL_A1/pilot_seed17_stateless_step0056.pt | Weights | 269.0 KB | 99d7cae2f263 |
| experiments/MHC_REAL_A1/pilot_seed17_stateless_step0064.pt | Weights | 269.0 KB | e2a449c3025f |
| experiments/MHC_REAL_A1/pilot_seed41_stateless_step0000.pt | Weights | 93.2 KB | f77e831f0151 |
| experiments/MHC_REAL_A1/pilot_seed41_stateless_step0008.pt | Weights | 269.0 KB | d934489f5dce |
| experiments/MHC_REAL_A1/pilot_seed41_stateless_step0016.pt | Weights | 269.0 KB | e5d497263f32 |
| experiments/MHC_REAL_A1/pilot_seed41_stateless_step0024.pt | Weights | 269.0 KB | 343f6069d385 |
| research/v2/A2/best.pt | Weights | 180.9 KB | 75278bfc605d |
| research/v2/A2/latest.pt | Weights | 560.8 KB | 481a43ab6371 |
| research/v2/A2R1/best.pt | Weights | 156.8 KB | ef8393c35e32 |
| research/v2/A2R1/latest.pt | Weights | 484.5 KB | c46c345f3024 |
| CIDM-v2/A3-SOC0/history.json | Configuration | 781 B | — |
| CIDM-v2/A3-SOC0/report.json | Configuration | 9.0 KB | — |
| cidm_v2/source/B2_R10_P0/b2_r10_gradient_credit_audit.py | Configuration | 11.0 KB | — |
| cidm_v2/source/B2_R10_P0_FIX1/b2_r10_gradient_credit_audit.py | Configuration | 13.5 KB | — |
| cidm_v2/source/B2_R10_P0_FIX2/b2_r10_gradient_credit_audit.py | Configuration | 16.5 KB | — |
| cidm_v2/source/B2_R11_P0/b2_r11_backward_attribution.py | Configuration | 13.4 KB | — |
| cidm_v2/source/B2_R11_P0_FIX1/b2_r11_backward_attribution.py | Configuration | 17.1 KB | — |
| cidm_v2/source/B2_R12_P0/b2_r12_dual_precision_chain.py | Configuration | 11.2 KB | — |
| cidm_v2/source/B2_R12_P0_FIX1/b2_r12_dual_precision_chain.py | Configuration | 15.9 KB | — |
| cidm_v2/source/B2_R13_P0/b2_r13_same_state_vjp.py | Configuration | 14.5 KB | — |
| cidm_v2/source/B2_R14_P0/b2_r14_jacobian_chain_audit.py | Configuration | 16.0 KB | — |
| cidm_v2/source/B2_R1_FIX2/artifact_store.py | Configuration | 11.5 KB | — |
| cidm_v2/source/B2_R1_FIX2/b2_r1_flux_control.py | Configuration | 22.1 KB | — |
| cidm_v2/source/B2_R1_FIX2/benchmark.py | Configuration | 31.5 KB | — |
| cidm_v2/source/B2_R1_FIX2/cidm_complete_frozen.py | Configuration | 21.7 KB | — |
| cidm_v2/source/B2_R2_P0/b2_r2_observable_probe.py | Configuration | 17.0 KB | — |
| cidm_v2/source/B2_R2_P0/b2_r2_repo_and_driver.py | Configuration | 14.7 KB | — |
| cidm_v2/source/B2_R2_P0_FIX5/b2_r2_fix5_exact_dynamics.py | Configuration | 13.7 KB | — |
| cidm_v2/source/B2_R2_P0_FIX6/b2_r2_fix5_exact_dynamics.py | Configuration | 13.7 KB | — |
| cidm_v2/source/B2_R3_P1/b2_r3_readout_probe.py | Configuration | 15.5 KB | — |
| cidm_v2/source/B2_R4_P0/b2_r4_tangent_controllability.py | Configuration | 13.3 KB | — |
| cidm_v2/source/B2_R5_P0/b2_r5_local_geometry.py | Configuration | 11.6 KB | — |
| cidm_v2/source/B2_R5_P0_FIX1/b2_r5_local_geometry.py | Configuration | 11.6 KB | — |
| cidm_v2/source/B2_R5_P0_FIX1/b2_r5_official_data_integrity_fix1.py | Configuration | 6.5 KB | — |
| cidm_v2/source/B2_R6_P1/b2_r6_causal_spatial_controller.py | Configuration | 18.4 KB | — |
| cidm_v2/source/B2_R7_P0/b2_r7_frozen_controller_gain_audit.py | Configuration | 14.6 KB | — |
| cidm_v2/source/B2_R8_P0/b2_r8_equal_exposure_audit.py | Configuration | 16.0 KB | — |
| cidm_v2/source/B2_R9_P0/b2_r9_activation_timing.py | Configuration | 17.2 KB | — |
| cidm_v2/source/MHC_A0/cidm_mhc_a0_qualification.py | Configuration | 18.1 KB | — |
| cidm_v2/source/MHC_A0_FIX1/cidm_mhc_a0_qualification.py | Configuration | 20.9 KB | — |
| cidm_v2/source/MHC_A1_P0/cidm_mhc_a1_frozen_memory_necessity.py | Configuration | 13.8 KB | — |
| experiments/MHC_REAL_A1/progress.json | Configuration | 17.0 KB | — |
| research/v2/A2/history.json | Configuration | 5.0 KB | — |
| research/v2/A2/report.json | Configuration | 37.1 KB | — |
| research/v2/A2R1/history.json | Configuration | 3.1 KB | — |
| research/v2/A2R1/report.json | Configuration | 42.6 KB | — |
| README.md | Documentation | 28 B | — |
| cidm_v2/parents/B0_R1/CIDM_v2_B0_PDE_FAIR_REPORTS(1).zip | Other | 33.2 MB | 69552b29e169 |
| cidm_v2/results/B2_R10_P0/CIDM_v2_B2_R10_P0_GRADIENT_CREDIT_REPORTS.zip | Other | 6.3 KB | a17f7694441b |
| cidm_v2/results/B2_R10_P0/CIDM_v2_B2_R10_P0_GRADIENT_CREDIT_REPORTS.zip.sha256 | Other | 112 B | — |
| cidm_v2/results/B2_R10_P0_FIX1/CIDM_v2_B2_R10_P0_FIX1_GRADIENT_CREDIT_REPORTS.zip | Other | 7.7 KB | fc9cd9c22af4 |
| cidm_v2/results/B2_R10_P0_FIX1/CIDM_v2_B2_R10_P0_FIX1_GRADIENT_CREDIT_REPORTS.zip.sha256 | Other | 117 B | — |
| cidm_v2/results/B2_R10_P0_FIX2/CIDM_v2_B2_R10_P0_FIX2_GRADIENT_CREDIT_REPORTS.zip | Other | 16.7 KB | bfc54b95d547 |
| cidm_v2/results/B2_R10_P0_FIX2/CIDM_v2_B2_R10_P0_FIX2_GRADIENT_CREDIT_REPORTS.zip.sha256 | Other | 117 B | — |
| cidm_v2/results/B2_R11_P0/CIDM_v2_B2_R11_P0_BACKWARD_PATH_ATTRIBUTION_REPORTS.zip | Other | 15.9 KB | 713d3c327fda |
| cidm_v2/results/B2_R11_P0/CIDM_v2_B2_R11_P0_BACKWARD_PATH_ATTRIBUTION_REPORTS.zip.sha256 | Other | 122 B | — |
| cidm_v2/results/B2_R11_P0_FIX1/CIDM_v2_B2_R11_P0_FIX1_GRADIENT_RECONSTRUCTION_REPORTS.zip | Other | 23.1 KB | b37e0539102a |
| cidm_v2/results/B2_R11_P0_FIX1/CIDM_v2_B2_R11_P0_FIX1_GRADIENT_RECONSTRUCTION_REPORTS.zip.sha256 | Other | 125 B | — |
| cidm_v2/results/B2_R12_P0/CIDM_v2_B2_R12_P0_DUAL_PRECISION_CHAIN_REPORTS.zip | Other | 12.8 KB | b8e8011db611 |
| cidm_v2/results/B2_R12_P0/CIDM_v2_B2_R12_P0_DUAL_PRECISION_CHAIN_REPORTS.zip.sha256 | Other | 117 B | — |
| cidm_v2/results/B2_R12_P0_FIX1/CIDM_v2_B2_R12_P0_FIX1_STREAMED_DUAL_PRECISION_REPORTS.zip | Other | 22.7 KB | 267f8d574d98 |
| cidm_v2/results/B2_R12_P0_FIX1/CIDM_v2_B2_R12_P0_FIX1_STREAMED_DUAL_PRECISION_REPORTS.zip.sha256 | Other | 125 B | — |
| cidm_v2/results/B2_R13_P0/CIDM_v2_B2_R13_P0_SAME_STATE_VJP_REPORTS.zip | Other | 29.9 KB | a8261f9a7770 |
| cidm_v2/results/B2_R13_P0/CIDM_v2_B2_R13_P0_SAME_STATE_VJP_REPORTS.zip.sha256 | Other | 111 B | — |
| cidm_v2/results/B2_R14_P0/CIDM_v2_B2_R14_P0_JACOBIAN_CHAIN_REPORTS.zip | Other | 62.0 KB | 091cf3e31fd7 |
| cidm_v2/results/B2_R14_P0/CIDM_v2_B2_R14_P0_JACOBIAN_CHAIN_REPORTS.zip.sha256 | Other | 111 B | — |
| cidm_v2/results/B2_R2_P0/CIDM_v2_B2_R2_P0_OBSERVABLE_ALIGNMENT_REPORTS.zip | Other | 15.5 KB | cb0e83f93b26 |
| cidm_v2/results/B2_R2_P0/CIDM_v2_B2_R2_P0_OBSERVABLE_ALIGNMENT_REPORTS.zip.sha256 | Other | 116 B | — |
| cidm_v2/results/B2_R2_P0_FIX5/CIDM_v2_B2_R2_P0_FIX5_EXACT_OBSERVABLE_REPORTS.zip | Other | 13.6 KB | 4b4adcebd541 |
| cidm_v2/results/B2_R2_P0_FIX5/CIDM_v2_B2_R2_P0_FIX5_EXACT_OBSERVABLE_REPORTS.zip.sha256 | Other | 117 B | — |
| cidm_v2/results/B2_R2_P0_FIX6/CIDM_v2_B2_R2_P0_FIX6_EXACT_OBSERVABLE_REPORTS.zip | Other | 130.7 KB | 121f60b271ff |
| cidm_v2/results/B2_R2_P0_FIX6/CIDM_v2_B2_R2_P0_FIX6_EXACT_OBSERVABLE_REPORTS.zip.sha256 | Other | 117 B | — |
| cidm_v2/results/B2_R3_P1/CIDM_v2_B2_R3_P1_READOUT_SUFFICIENCY_PILOT_REPORTS.zip | Other | 123.1 KB | 21845870ce91 |
| cidm_v2/results/B2_R3_P1/CIDM_v2_B2_R3_P1_READOUT_SUFFICIENCY_PILOT_REPORTS.zip.sha256 | Other | 121 B | — |
| cidm_v2/results/B2_R4_P0/CIDM_v2_B2_R4_P0_TANGENT_CONTROLLABILITY_REPORTS.zip | Other | 60.7 KB | 32fd05222848 |
| cidm_v2/results/B2_R4_P0/CIDM_v2_B2_R4_P0_TANGENT_CONTROLLABILITY_REPORTS.zip.sha256 | Other | 119 B | — |
| cidm_v2/results/B2_R5_P0/CIDM_v2_B2_R5_P0_SPATIAL_OPERATOR_GEOMETRY_REPORTS.zip | Other | 2.6 KB | 0aef20b94d84 |
| cidm_v2/results/B2_R5_P0/CIDM_v2_B2_R5_P0_SPATIAL_OPERATOR_GEOMETRY_REPORTS.zip.sha256 | Other | 121 B | — |
| cidm_v2/results/B2_R5_P0_FIX1/CIDM_v2_B2_R5_P0_FIX1_SPATIAL_OPERATOR_GEOMETRY_REPORTS.zip | Other | 145.6 KB | 0586af4b7f94 |
| cidm_v2/results/B2_R5_P0_FIX1/CIDM_v2_B2_R5_P0_FIX1_SPATIAL_OPERATOR_GEOMETRY_REPORTS.zip.sha256 | Other | 126 B | — |
| cidm_v2/results/B2_R6_P1/CIDM_v2_B2_R6_P1_CAUSAL_LOCAL_COEFFICIENT_REPORTS.zip | Other | 606.2 KB | d923eb6af43c |
| cidm_v2/results/B2_R6_P1/CIDM_v2_B2_R6_P1_CAUSAL_LOCAL_COEFFICIENT_REPORTS.zip.sha256 | Other | 120 B | — |
| cidm_v2/results/B2_R7_P0/CIDM_v2_B2_R7_P0_FROZEN_CONTROLLER_SENSITIVITY_REPORTS.zip | Other | 72.8 KB | 9c7891b0784c |
| cidm_v2/results/B2_R7_P0/CIDM_v2_B2_R7_P0_FROZEN_CONTROLLER_SENSITIVITY_REPORTS.zip.sha256 | Other | 125 B | — |
| cidm_v2/results/B2_R8_P0/CIDM_v2_B2_R8_P0_EQUAL_RMS_CAUSAL_CONTROL_REPORTS.zip | Other | 86.7 KB | ad8334d8ac06 |
| cidm_v2/results/B2_R8_P0/CIDM_v2_B2_R8_P0_EQUAL_RMS_CAUSAL_CONTROL_REPORTS.zip.sha256 | Other | 120 B | — |
| cidm_v2/results/B2_R9_P0/CIDM_v2_B2_R9_P0_ACTIVATION_ENERGY_REPORTS.zip | Other | 70.6 KB | 3b90fded1769 |
| cidm_v2/results/B2_R9_P0/CIDM_v2_B2_R9_P0_ACTIVATION_ENERGY_REPORTS.zip.sha256 | Other | 113 B | — |
| cidm_v2/results/MHC_A0/CIDM_v2_MHC_A0_Q0_Q1_SMALL_PILOT_REPORTS.zip | Other | 106.6 KB | 2a9f09a04388 |
| cidm_v2/results/MHC_A0/CIDM_v2_MHC_A0_Q0_Q1_SMALL_PILOT_REPORTS.zip.sha256 | Other | 111 B | — |
| cidm_v2/results/MHC_A0_FIX1/CIDM_v2_MHC_A0_FIX1_Q0_Q1_CAUSAL_PILOT_REPORTS.zip | Other | 203.0 KB | afde1a7f7fac |
| cidm_v2/results/MHC_A0_FIX1/CIDM_v2_MHC_A0_FIX1_Q0_Q1_CAUSAL_PILOT_REPORTS.zip.sha256 | Other | 117 B | — |
| cidm_v2/results/MHC_A1_P0/CIDM_v2_MHC_A1_P0_FROZEN_MEMORY_NECESSITY_REPORTS.zip | Other | 293.2 KB | a4755e438341 |
| cidm_v2/results/MHC_A1_P0/CIDM_v2_MHC_A1_P0_FROZEN_MEMORY_NECESSITY_REPORTS.zip.sha256 | Other | 120 B | — |
| cidm_v2/source/B2_R1_FIX2/CIDM_v2_B2_R1_FLUX_CONTROL_QUALIFICATION_REPORTS (1).zip | Other | 5.7 KB | 69b3f5ed19fe |
| experiments/MHC_REAL_A2_P0/CIDM_MHC_REAL_A2_P0_CONDITIONAL_INFORMATION_REPORTS.zip | Other | 25.7 KB | ed8100a07e0e |
| experiments/MHC_REAL_A2_P0/CIDM_MHC_REAL_A2_P0_CONDITIONAL_INFORMATION_REPORTS.zip.sha256 | Other | 122 B | — |
| .gitattributes | Repository | 1.5 KB | — |
License and Download
- License
- apache-2.0
- Access
- Open weights, no gate
- Download size
- 11.3 MB
Download from Wuff Mann
Released by Wuff Mann through its official repository on Hugging Face. Read the license.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 11.3 MB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About AI_Weather_Quest
Can I use AI_Weather_Quest commercially?
Yes. AI_Weather_Quest is released under Apache License 2.0. The Apache License 2.0 is a permissive open-source license. It permits commercial use, modification and redistribution. It requires keeping the license and copyright notices and any NOTICE file, stating significant changes, and it includes an express patent grant from contributors.