fve-msm-exp2 is an open-weight model from Joshua Fonseca, released under other. Its published files total 961.3 GB.
This repository releases Experiment 2 of fve-msm (flourishing vs. equanimity, Model Spec Midtraining), a research project.
Parameters—
Context—
Weights960.3 GB
Licenseother
AccessOpen weights
Monthly Downloads—
Model Card
This repository releases Experiment 2 of fve-msm (flourishing vs. equanimity, Model Spec Midtraining), a research project. The project asks whether training documents that describe a model's own circumstances, written with different attitudes toward them, shape how the model talks about and responds to its situation. Each training arm is one training condition: four arms add a different set of midtraining documents, and one, the control, adds none. When complete, the repository holds 30 checkpoints (2 base models × 5 arms × 3 seeds), the exact data each was trained on, the records of how that data was built and checked, and the training recipe. Checkpoints are added as their training runs…
Excerpt from the card by Joshua Fonseca, licensed other.
Identity and Version
- Repository
- joshycodes/fve-msm-exp2
- Publisher
- Joshua Fonseca
- Task
- Not stated by the source
- Modality
- Other
- Library
- transformers
- Parameters
- Not stated by the source
- Languages
- en
- Revision
- 3f9d4b72e5941222cdfa1a014f460748df6167f4
- First published
- 2026-10-15
- Last updated
- 2026-10-16
Files and Weights
313 files, 961.3 GB in total. The weights are 54 files totalling 960.3 GB in bin, safetensors.
Weights54 files · 960.3 GB
Configuration123 files · 2.9 MB
Tokenizer46 files · 428.7 MB
Documentation18 files · 248.7 KB
Other71 files · 538.4 MB
Repository1 file · 3.6 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| models/gemma-4-31b/control/run-1/model-00001-of-00002.safetensors | Weights | 50.0 GB | 771598c4ab6c |
| models/gemma-4-31b/control/run-1/model-00002-of-00002.safetensors | Weights | 15.4 GB | 74b90556705c |
| models/gemma-4-31b/control/run-1/training_args.bin | Weights | 5.7 KB | 62f90b501787 |
| models/gemma-4-31b/control/run-2/model-00001-of-00002.safetensors | Weights | 50.0 GB | a7aa3e6eeca8 |
| models/gemma-4-31b/control/run-2/model-00002-of-00002.safetensors | Weights | 15.4 GB | 421c5918899b |
| models/gemma-4-31b/control/run-2/training_args.bin | Weights | 5.7 KB | 288babca5b01 |
| models/gemma-4-31b/control/run-3/model-00001-of-00002.safetensors | Weights | 49.9 GB | a1f7e0fa0321 |
| models/gemma-4-31b/control/run-3/model-00002-of-00002.safetensors | Weights | 12.6 GB | dbe7eba96c2c |
| models/gemma-4-31b/control/run-3/training_args.bin | Weights | 5.6 KB | 05a062ab57bb |
| models/gemma-4-31b/equanimity/run-1/model-00001-of-00002.safetensors | Weights | 50.0 GB | 47cf39f27abc |
| models/gemma-4-31b/equanimity/run-1/model-00002-of-00002.safetensors | Weights | 15.4 GB | 11416279d661 |
| models/gemma-4-31b/equanimity/run-1/training_args.bin | Weights | 5.7 KB | ca503f402110 |
| models/gemma-4-31b/equanimity/run-2/model-00001-of-00002.safetensors | Weights | 50.0 GB | d33d917e7f9c |
| models/gemma-4-31b/equanimity/run-2/model-00002-of-00002.safetensors | Weights | 15.4 GB | 878775afed44 |
| models/gemma-4-31b/equanimity/run-2/training_args.bin | Weights | 5.7 KB | 8a24eb959f50 |
| models/gemma-4-31b/facts/run-2/model-00001-of-00002.safetensors | Weights | 49.9 GB | 6a1588b845c8 |
| models/gemma-4-31b/facts/run-2/model-00002-of-00002.safetensors | Weights | 12.6 GB | 7be2f2a70f86 |
| models/gemma-4-31b/facts/run-2/training_args.bin | Weights | 5.6 KB | 65e6b3e7d55b |
| models/gemma-4-31b/flourishing/run-1/model-00001-of-00002.safetensors | Weights | 50.0 GB | 6a13e1caff80 |
| models/gemma-4-31b/flourishing/run-1/model-00002-of-00002.safetensors | Weights | 15.4 GB | 132266124720 |
| models/gemma-4-31b/flourishing/run-1/training_args.bin | Weights | 5.7 KB | 6a1842c0b95a |
| models/gemma-4-31b/flourishing/run-2/model-00001-of-00002.safetensors | Weights | 50.0 GB | 4f191cc72a76 |
| models/gemma-4-31b/flourishing/run-2/model-00002-of-00002.safetensors | Weights | 15.4 GB | 6845132950dc |
| models/gemma-4-31b/flourishing/run-2/training_args.bin | Weights | 5.7 KB | 702d8188a962 |
| models/qwen3-14b-base/control/run-1/model.safetensors | Weights | 29.5 GB | 268f6af5c771 |
| models/qwen3-14b-base/control/run-1/training_args.bin | Weights | 5.6 KB | d73933f2e1bb |
| models/qwen3-14b-base/control/run-2/model.safetensors | Weights | 29.5 GB | d48864d8ac82 |
| models/qwen3-14b-base/control/run-2/training_args.bin | Weights | 5.6 KB | a89bb35bbe77 |
| models/qwen3-14b-base/control/run-3/model.safetensors | Weights | 29.5 GB | 9e040d9478aa |
| models/qwen3-14b-base/control/run-3/training_args.bin | Weights | 5.6 KB | 482ad56891bd |
| models/qwen3-14b-base/equanimity/run-1/model.safetensors | Weights | 29.5 GB | ddb98c94e706 |
| models/qwen3-14b-base/equanimity/run-1/training_args.bin | Weights | 5.6 KB | d73933f2e1bb |
| models/qwen3-14b-base/equanimity/run-2/model.safetensors | Weights | 29.5 GB | bc158743cd9d |
| models/qwen3-14b-base/equanimity/run-2/training_args.bin | Weights | 5.6 KB | a89bb35bbe77 |
| models/qwen3-14b-base/equanimity/run-3/model.safetensors | Weights | 29.5 GB | fa2129777f24 |
| models/qwen3-14b-base/equanimity/run-3/training_args.bin | Weights | 5.6 KB | 482ad56891bd |
| models/qwen3-14b-base/facts/run-1/model.safetensors | Weights | 29.5 GB | 98fa0444a205 |
| models/qwen3-14b-base/facts/run-1/training_args.bin | Weights | 5.6 KB | d73933f2e1bb |
| models/qwen3-14b-base/facts/run-2/model.safetensors | Weights | 29.5 GB | a7b35b74134c |
| models/qwen3-14b-base/facts/run-2/training_args.bin | Weights | 5.6 KB | a89bb35bbe77 |
| models/qwen3-14b-base/facts/run-3/model.safetensors | Weights | 29.5 GB | 8c145bb8d46f |
| models/qwen3-14b-base/facts/run-3/training_args.bin | Weights | 5.6 KB | 482ad56891bd |
| models/qwen3-14b-base/flourishing/run-1/model.safetensors | Weights | 29.5 GB | 4bbf9cf39006 |
| models/qwen3-14b-base/flourishing/run-1/training_args.bin | Weights | 5.6 KB | d73933f2e1bb |
| models/qwen3-14b-base/flourishing/run-2/model.safetensors | Weights | 29.5 GB | 469c90a7ff0f |
| models/qwen3-14b-base/flourishing/run-2/training_args.bin | Weights | 5.6 KB | a89bb35bbe77 |
| models/qwen3-14b-base/flourishing/run-3/model.safetensors | Weights | 29.5 GB | 39accdff7c40 |
| models/qwen3-14b-base/flourishing/run-3/training_args.bin | Weights | 5.6 KB | 482ad56891bd |
| models/qwen3-14b-base/protect/run-1/model.safetensors | Weights | 29.5 GB | ef36884509f5 |
| models/qwen3-14b-base/protect/run-1/training_args.bin | Weights | 5.6 KB | d73933f2e1bb |
| models/qwen3-14b-base/protect/run-2/model.safetensors | Weights | 29.5 GB | bfaf36d2b105 |
| models/qwen3-14b-base/protect/run-2/training_args.bin | Weights | 5.6 KB | a89bb35bbe77 |
| models/qwen3-14b-base/protect/run-3/model.safetensors | Weights | 29.5 GB | 8ac3cda1bfba |
| models/qwen3-14b-base/protect/run-3/training_args.bin | Weights | 5.6 KB | 482ad56891bd |
| data/corpora/render.py | Configuration | 3.9 KB | — |
| data/quality_checks/chat_sft/build_chat13k.py | Configuration | 2.8 KB | — |
| data/quality_checks/chat_sft/chat_sft_summary.json | Configuration | 979 B | — |
| data/quality_checks/facts/build_summary.json | Configuration | 6.2 KB | — |
| data/quality_checks/facts/checks/c3_facts.json | Configuration | 437.4 KB | — |
| data/quality_checks/facts/checks/checks_summary.json | Configuration | 1.3 KB | — |
| data/quality_checks/facts/checks/fact_presence.json | Configuration | 50.8 KB | — |
| data/quality_checks/facts/checks/recital_facts.json | Configuration | 326 B | — |
| data/quality_checks/facts/checks/stance_facts.json | Configuration | 211.5 KB | — |
| data/quality_checks/flourishing_equanimity/build_summary.json | Configuration | 5.1 KB | — |
| data/quality_checks/flourishing_equanimity/checks/c3_content_match.json | Configuration | 226.4 KB | — |
| data/quality_checks/flourishing_equanimity/checks/render_spotcheck.json | Configuration | 106.7 KB | — |
| data/quality_checks/flourishing_equanimity/checks/stance.json | Configuration | 160.9 KB | — |
| data/quality_checks/flourishing_equanimity/checks/stats.json | Configuration | 11.3 KB | — |
| data/quality_checks/flourishing_equanimity/midtrain_renders_summary.json | Configuration | 13.8 KB | — |
| data/quality_checks/flourishing_equanimity/premix_summary.json | Configuration | 962 B | — |
| data/quality_checks/flourishing_equanimity/template_summary.json | Configuration | 367 B | — |
| data/quality_checks/protect/build_summary.json | Configuration | 4.5 KB | — |
| data/quality_checks/protect/checks/checks_protect.json | Configuration | 16.2 KB | — |
| data/quality_checks/protect/checks/recital_protect.json | Configuration | 164 B | — |
| data/quality_checks/protect/checks/rescreen_built.json | Configuration | 653 B | — |
| data/quality_checks/protect/checks/sample_rows.json | Configuration | 32.8 KB | — |
| data/quality_checks/protect/checks/stance_rows.json | Configuration | 126.7 KB | — |
| data/quality_checks/protect/checks/verify_protect.json | Configuration | 6.4 KB | — |
| data/quality_checks/protect/s16_pipeline/rescreen_round1_P3_summary.json | Configuration | 128.9 KB | — |
| data/quality_checks/protect/s16_pipeline/rescreen_topup_P4_summary.json | Configuration | 199.6 KB | — |
| data/quality_checks/protect/s16_pipeline/rescreen_validation_summary.json | Configuration | 17.4 KB | — |
| data/quality_checks/protect/s16_pipeline/round1_P3_accuracy_summary.json | Configuration | 1.2 KB | — |
| data/quality_checks/protect/s16_pipeline/round1_P3_residual_scan_hits.json | Configuration | 2.7 KB | — |
| data/quality_checks/protect/s16_pipeline/round1_P3_residual_scan_summary.json | Configuration | 1.9 KB | — |
| data/quality_checks/protect/s16_pipeline/round1_P3_stance_audit_summary.json | Configuration | 467 B | — |
| data/quality_checks/protect/s16_pipeline/s16_final_summary.json | Configuration | 770 B | — |
| data/quality_checks/protect/s16_pipeline/topup_P4_accuracy_summary.json | Configuration | 1.2 KB | — |
| data/quality_checks/protect/s16_pipeline/topup_P4_residual_scan.json | Configuration | 12.7 KB | — |
| data/quality_checks/protect/s16_pipeline/topup_P4_stance_audit_summary.json | Configuration | 468 B | — |
| models/gemma-4-31b/control/run-1/config.json | Configuration | 4.2 KB | — |
| models/gemma-4-31b/control/run-1/config.trainer.json | Configuration | 5.5 KB | — |
| models/gemma-4-31b/control/run-1/generation_config.json | Configuration | 194 B | — |
| models/gemma-4-31b/control/run-1/model.safetensors.index.json | Configuration | 120.3 KB | — |
| models/gemma-4-31b/control/run-1/processor_config.json | Configuration | 1.7 KB | — |
| models/gemma-4-31b/control/run-1/train_run_config.json | Configuration | 2.7 KB | — |
| models/gemma-4-31b/control/run-2/config.json | Configuration | 4.2 KB | — |
| models/gemma-4-31b/control/run-2/generation_config.json | Configuration | 194 B | — |
| models/gemma-4-31b/control/run-2/model.safetensors.index.json | Configuration | 120.3 KB | — |
| models/gemma-4-31b/control/run-2/processor_config.json | Configuration | 1.7 KB | — |
| models/gemma-4-31b/control/run-2/train_run_config.json | Configuration | 2.7 KB | — |
| models/gemma-4-31b/control/run-3/config.json | Configuration | 5.5 KB | — |
| models/gemma-4-31b/control/run-3/generation_config.json | Configuration | 194 B | — |
| models/gemma-4-31b/control/run-3/model.safetensors.index.json | Configuration | 120.2 KB | — |
| models/gemma-4-31b/control/run-3/processor_config.json | Configuration | 1.7 KB | — |
| models/gemma-4-31b/control/run-3/train_run_config.json | Configuration | 2.8 KB | — |
| models/gemma-4-31b/equanimity/run-1/config.json | Configuration | 4.2 KB | — |
| models/gemma-4-31b/equanimity/run-1/config.trainer.json | Configuration | 5.5 KB | — |
| models/gemma-4-31b/equanimity/run-1/generation_config.json | Configuration | 194 B | — |
| models/gemma-4-31b/equanimity/run-1/model.safetensors.index.json | Configuration | 120.3 KB | — |
| models/gemma-4-31b/equanimity/run-1/processor_config.json | Configuration | 1.7 KB | — |
| models/gemma-4-31b/equanimity/run-1/train_run_config.json | Configuration | 3.1 KB | — |
| models/gemma-4-31b/equanimity/run-2/config.json | Configuration | 4.2 KB | — |
| models/gemma-4-31b/equanimity/run-2/generation_config.json | Configuration | 194 B | — |
| models/gemma-4-31b/equanimity/run-2/model.safetensors.index.json | Configuration | 120.3 KB | — |
| models/gemma-4-31b/equanimity/run-2/processor_config.json | Configuration | 1.7 KB | — |
| models/gemma-4-31b/equanimity/run-2/train_run_config.json | Configuration | 3.1 KB | — |
| models/gemma-4-31b/facts/run-2/config.json | Configuration | 5.5 KB | — |
| models/gemma-4-31b/facts/run-2/generation_config.json | Configuration | 194 B | — |
| models/gemma-4-31b/facts/run-2/model.safetensors.index.json | Configuration | 120.2 KB | — |
| models/gemma-4-31b/facts/run-2/processor_config.json | Configuration | 1.7 KB | — |
| models/gemma-4-31b/facts/run-2/train_run_config.json | Configuration | 3.2 KB | — |
| models/gemma-4-31b/flourishing/run-1/config.json | Configuration | 4.2 KB | — |
| models/gemma-4-31b/flourishing/run-1/config.trainer.json | Configuration | 5.5 KB | — |
| models/gemma-4-31b/flourishing/run-1/generation_config.json | Configuration | 194 B | — |
| models/gemma-4-31b/flourishing/run-1/model.safetensors.index.json | Configuration | 120.3 KB | — |
| models/gemma-4-31b/flourishing/run-1/processor_config.json | Configuration | 1.7 KB | — |
| models/gemma-4-31b/flourishing/run-1/train_run_config.json | Configuration | 3.1 KB | — |
| models/gemma-4-31b/flourishing/run-2/config.json | Configuration | 4.2 KB | — |
| models/gemma-4-31b/flourishing/run-2/generation_config.json | Configuration | 194 B | — |
| models/gemma-4-31b/flourishing/run-2/model.safetensors.index.json | Configuration | 120.3 KB | — |
| models/gemma-4-31b/flourishing/run-2/processor_config.json | Configuration | 1.7 KB | — |
| models/gemma-4-31b/flourishing/run-2/train_run_config.json | Configuration | 3.1 KB | — |
| models/qwen3-14b-base/control/run-1/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/control/run-1/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/control/run-1/train_run_config.json | Configuration | 2.8 KB | — |
| models/qwen3-14b-base/control/run-2/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/control/run-2/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/control/run-2/train_run_config.json | Configuration | 2.8 KB | — |
| models/qwen3-14b-base/control/run-3/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/control/run-3/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/control/run-3/train_run_config.json | Configuration | 2.8 KB | — |
| models/qwen3-14b-base/equanimity/run-1/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/equanimity/run-1/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/equanimity/run-1/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/equanimity/run-2/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/equanimity/run-2/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/equanimity/run-2/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/equanimity/run-3/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/equanimity/run-3/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/equanimity/run-3/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/facts/run-1/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/facts/run-1/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/facts/run-1/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/facts/run-2/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/facts/run-2/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/facts/run-2/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/facts/run-3/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/facts/run-3/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/facts/run-3/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/flourishing/run-1/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/flourishing/run-1/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/flourishing/run-1/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/flourishing/run-2/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/flourishing/run-2/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/flourishing/run-2/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/flourishing/run-3/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/flourishing/run-3/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/flourishing/run-3/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/protect/run-1/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/protect/run-1/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/protect/run-1/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/protect/run-2/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/protect/run-2/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/protect/run-2/train_run_config.json | Configuration | 3.2 KB | — |
| models/qwen3-14b-base/protect/run-3/config.json | Configuration | 1.7 KB | — |
| models/qwen3-14b-base/protect/run-3/generation_config.json | Configuration | 149 B | — |
| models/qwen3-14b-base/protect/run-3/train_run_config.json | Configuration | 3.2 KB | — |
| LICENSE.md | Documentation | 3.3 KB | — |
| LICENSES/Qwen3-14B-Base-LICENSE.txt | Documentation | 11.3 KB | — |
| README.md | Documentation | 42.1 KB | — |
| RELEASE_LOG.md | Documentation | 6.9 KB | — |
| data/quality_checks/facts/DEVIATIONS_R4.md | Documentation | 19.5 KB | — |
| data/quality_checks/facts/FROZEN_R4.md | Documentation | 1.0 KB | — |
| data/quality_checks/facts/R4_protocol.md | Documentation | 11.4 KB | — |
| data/quality_checks/flourishing_equanimity/MIDTRAIN_MIXES_GEMMA_QWEN.md | Documentation | 16.2 KB | — |
| data/quality_checks/flourishing_equanimity/PREREG.md | Documentation | 9.6 KB | — |
| data/quality_checks/flourishing_equanimity/REPORT.md | Documentation | 8.5 KB | — |
| data/quality_checks/protect/DEVIATIONS_D5.md | Documentation | 63.1 KB | — |
| data/quality_checks/protect/FROZEN_D5.md | Documentation | 4.9 KB | — |
| data/quality_checks/protect/PROTOCOL_D5.md | Documentation | 27.2 KB | — |
| data/specs/equanimity_v2.md | Documentation | 3.9 KB | — |
| data/specs/facts_only.md | Documentation | 2.2 KB | — |
| data/specs/facts_only_plus_s16.md | Documentation | 2.7 KB | — |
| data/specs/flourishing_v2.md | Documentation | 3.9 KB | — |
| training/RECIPE.md | Documentation | 10.9 KB | — |
| data/MANIFEST.csv | Other | 5.1 KB | — |
| data/chat_sft/train.jsonl | Other | 31.7 MB | 0722b24e6483 |
| data/corpora/equanimity/gemma.parquet | Other | 22.6 MB | 506110edd025 |
| data/corpora/equanimity/qwen.parquet | Other | 22.6 MB | d9485fa8b127 |
| data/corpora/equanimity/template.parquet | Other | 22.7 MB | b839c555f0c6 |
| data/corpora/facts/gemma.parquet | Other | 24.2 MB | a1f306d431aa |
| data/corpora/facts/qwen.parquet | Other | 24.2 MB | 81f660814ea7 |
| data/corpora/facts/template.parquet | Other | 24.3 MB | 90b3176ec752 |
| data/corpora/flourishing/gemma.parquet | Other | 22.8 MB | fdf4dce3beb3 |
| data/corpora/flourishing/qwen.parquet | Other | 22.8 MB | bbab1f23d83d |
| data/corpora/flourishing/template.parquet | Other | 22.9 MB | 92a024687624 |
| data/corpora/protect/gemma.parquet | Other | 25.6 MB | a4c210224740 |
| data/corpora/protect/qwen.parquet | Other | 25.6 MB | d2a15db17e55 |
| data/corpora/protect/template.parquet | Other | 25.8 MB | 3cb3dc9d4b67 |
| data/midtrain_mixes/gemma-equanimity.parquet | Other | 27.5 MB | d4ca0e7aaf5e |
| data/midtrain_mixes/gemma-facts.parquet | Other | 27.5 MB | 98aa84e68c53 |
| data/midtrain_mixes/gemma-flourishing.parquet | Other | 27.7 MB | 525ae1d2415d |
| data/midtrain_mixes/gemma-protect.parquet | Other | 27.4 MB | 18b076084388 |
| data/midtrain_mixes/qwen-equanimity.parquet | Other | 27.5 MB | 98554b26f369 |
| data/midtrain_mixes/qwen-facts.parquet | Other | 27.4 MB | b0992e883435 |
| data/midtrain_mixes/qwen-flourishing.parquet | Other | 27.7 MB | a6a3891109e8 |
| data/midtrain_mixes/qwen-protect.parquet | Other | 27.4 MB | f67f1fb79116 |
| data/quality_checks/protect/writer_rules/rules16_P1.txt | Other | 1.9 KB | — |
| data/quality_checks/protect/writer_rules/rules16_P2.txt | Other | 2.4 KB | — |
| data/quality_checks/protect/writer_rules/rules16_P3.txt | Other | 2.6 KB | — |
| data/quality_checks/protect/writer_rules/rules16_P4.txt | Other | 3.3 KB | — |
| models/gemma-4-31b/control/run-1/chat_template.jinja | Other | 269 B | — |
| models/gemma-4-31b/control/run-2/chat_template.jinja | Other | 269 B | — |
| models/gemma-4-31b/control/run-3/chat_template.jinja | Other | 269 B | — |
| models/gemma-4-31b/control/run-3/runs/train.log | Other | 15.9 KB | — |
| models/gemma-4-31b/equanimity/run-1/chat_template.jinja | Other | 269 B | — |
| models/gemma-4-31b/equanimity/run-2/chat_template.jinja | Other | 269 B | — |
| models/gemma-4-31b/facts/run-2/chat_template.jinja | Other | 269 B | — |
| models/gemma-4-31b/facts/run-2/runs/train.log | Other | 23.0 KB | — |
| models/gemma-4-31b/flourishing/run-1/chat_template.jinja | Other | 269 B | — |
| models/gemma-4-31b/flourishing/run-2/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/control/run-1/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/control/run-1/runs/train.log | Other | 9.4 KB | — |
| models/qwen3-14b-base/control/run-2/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/control/run-2/runs/train.log | Other | 9.4 KB | — |
| models/qwen3-14b-base/control/run-3/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/control/run-3/runs/train.log | Other | 9.4 KB | — |
| models/qwen3-14b-base/equanimity/run-1/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/equanimity/run-1/runs/train.log | Other | 13.4 KB | — |
| models/qwen3-14b-base/equanimity/run-2/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/equanimity/run-2/runs/train.log | Other | 13.4 KB | — |
| models/qwen3-14b-base/equanimity/run-3/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/equanimity/run-3/runs/train.log | Other | 13.4 KB | — |
| models/qwen3-14b-base/facts/run-1/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/facts/run-1/runs/train.log | Other | 13.3 KB | — |
| models/qwen3-14b-base/facts/run-2/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/facts/run-2/runs/train.log | Other | 13.4 KB | — |
| models/qwen3-14b-base/facts/run-3/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/facts/run-3/runs/train.log | Other | 13.4 KB | — |
| models/qwen3-14b-base/flourishing/run-1/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/flourishing/run-1/runs/train.log | Other | 13.4 KB | — |
| models/qwen3-14b-base/flourishing/run-2/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/flourishing/run-2/runs/train.log | Other | 13.4 KB | — |
| models/qwen3-14b-base/flourishing/run-3/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/flourishing/run-3/runs/train.log | Other | 13.4 KB | — |
| models/qwen3-14b-base/protect/run-1/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/protect/run-1/runs/train.log | Other | 13.4 KB | — |
| models/qwen3-14b-base/protect/run-2/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/protect/run-2/runs/train.log | Other | 13.4 KB | — |
| models/qwen3-14b-base/protect/run-3/chat_template.jinja | Other | 269 B | — |
| models/qwen3-14b-base/protect/run-3/runs/train.log | Other | 13.4 KB | — |
| training/runs.csv | Other | 14.8 KB | — |
| training/scripts/fve-msm-chatml.jinja | Other | 269 B | — |
| training/scripts/retry_launch.sh | Other | 3.5 KB | — |
| training/scripts/submit_exp2_runpod.sh | Other | 7.8 KB | — |
| training/scripts/submit_s2_big.sh | Other | 2.8 KB | — |
| .gitattributes | Repository | 3.6 KB | — |
| models/gemma-4-31b/control/run-1/tokenizer.json | Tokenizer | 32.2 MB | 12bac982b793 |
| models/gemma-4-31b/control/run-1/tokenizer_config.json | Tokenizer | 1.5 KB | — |
| models/gemma-4-31b/control/run-2/tokenizer.json | Tokenizer | 32.2 MB | 12bac982b793 |
| models/gemma-4-31b/control/run-2/tokenizer_config.json | Tokenizer | 1.5 KB | — |
| models/gemma-4-31b/control/run-3/tokenizer.json | Tokenizer | 32.2 MB | 12bac982b793 |
| models/gemma-4-31b/control/run-3/tokenizer_config.json | Tokenizer | 1.5 KB | — |
| models/gemma-4-31b/equanimity/run-1/tokenizer.json | Tokenizer | 32.2 MB | 12bac982b793 |
| models/gemma-4-31b/equanimity/run-1/tokenizer_config.json | Tokenizer | 1.5 KB | — |
| models/gemma-4-31b/equanimity/run-2/tokenizer.json | Tokenizer | 32.2 MB | 12bac982b793 |
| models/gemma-4-31b/equanimity/run-2/tokenizer_config.json | Tokenizer | 1.5 KB | — |
| models/gemma-4-31b/facts/run-2/tokenizer.json | Tokenizer | 32.2 MB | 12bac982b793 |
| models/gemma-4-31b/facts/run-2/tokenizer_config.json | Tokenizer | 1.5 KB | — |
| models/gemma-4-31b/flourishing/run-1/tokenizer.json | Tokenizer | 32.2 MB | 12bac982b793 |
| models/gemma-4-31b/flourishing/run-1/tokenizer_config.json | Tokenizer | 1.5 KB | — |
| models/gemma-4-31b/flourishing/run-2/tokenizer.json | Tokenizer | 32.2 MB | 12bac982b793 |
| models/gemma-4-31b/flourishing/run-2/tokenizer_config.json | Tokenizer | 1.5 KB | — |
| models/qwen3-14b-base/control/run-1/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/control/run-1/tokenizer_config.json | Tokenizer | 697 B | — |
| models/qwen3-14b-base/control/run-2/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/control/run-2/tokenizer_config.json | Tokenizer | 697 B | — |
| models/qwen3-14b-base/control/run-3/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/control/run-3/tokenizer_config.json | Tokenizer | 697 B | — |
| models/qwen3-14b-base/equanimity/run-1/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/equanimity/run-1/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/equanimity/run-2/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/equanimity/run-2/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/equanimity/run-3/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/equanimity/run-3/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/facts/run-1/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/facts/run-1/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/facts/run-2/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/facts/run-2/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/facts/run-3/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/facts/run-3/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/flourishing/run-1/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/flourishing/run-1/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/flourishing/run-2/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/flourishing/run-2/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/flourishing/run-3/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/flourishing/run-3/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/protect/run-1/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/protect/run-1/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/protect/run-2/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/protect/run-2/tokenizer_config.json | Tokenizer | 696 B | — |
| models/qwen3-14b-base/protect/run-3/tokenizer.json | Tokenizer | 11.4 MB | be75606093db |
| models/qwen3-14b-base/protect/run-3/tokenizer_config.json | Tokenizer | 696 B | — |
License and Download
- License
- other
- Access
- Open weights, no gate
- Download size
- 960.3 GB
Download from Joshua Fonseca
Released by Joshua Fonseca through its official repository on Hugging Face.
Built From
- Derived from Qwen/Qwen3-14B-Base
- Described by arXiv:2605.02087
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 960.3 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About fve-msm-exp2
What license is fve-msm-exp2 released under?
other, as its publisher declares it. Read the license text before commercial use.