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bluemorpholimited/Morpho-72B-MoE-Checkpoints
Morpho-72B-MoE-Checkpoints is a machine learning model from bluemorpholimited. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Naming note: the display brand is Morpho-180B (~180B total params). HF repo slugs (...-MoE-Checkpoints, ...-MoE-Data, .../Morpho-72B-MoE) stay frozen until all 64 experts are trained — live training code resolves thes…
Downloads · 30 days
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Updated Oct 16, 2026
Repo size
418 GB
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.safetensors411 GB · 100%
From the Hugging Face model README
Naming note: the display brand is Morpho-180B (~180B total params). HF repo slugs (
...-MoE-Checkpoints,...-MoE-Data,.../Morpho-72B-MoE) stay frozen until all 64 experts are trained — live training code resolves these IDs on every run, and renames mid-flight risk failed resolves.
Per-expert QLoRA adapters (rank-128, alpha-256, FP32) for Morpho-180B SFT. Base: 72B dense backbone (4-bit NF4, frozen). Each expert trains to convergence (patience 2000 steps) on its unique domain data.
sft/expert_XX/best/
adapter_model.safetensors trained LoRA weights, FP32, 1,120 tensors, 1.68B params
adapter_config.json PEFT config (r=128, alpha=256)
best_loss.txt converged training loss
step.txt global step of best (informational; resume is fresh-start per expert)
Completeness proof (mandatory): a file counts as DONE only if
size == 8 + header_len + max(data_offsets) = 6,737,255,616 bytes,
1,120 tensors, 80 layers × 14. Size-matching alone is not verification.
✅ = header-verified complete weights on this repo (00–58: 6,737,255,616 B
fp32; 59–61: 3,368,705,936 B bf16 — see precision note on the model card).
64/64 secured and converged (all experts, all sectors). SFT COMPLETE. DPO 17/31 and training (02/04/05/06/09–15/17/18/20–23 DONE on Morpho-72B-MoE-DPO); final 14 training on GPU box with AUTO_SKIP. Merge gated on DPO completion.
| Expert | Domain | Best loss | Weights |
|---|---|---|---|
| 00 | Trading & Markets | 0.0547 | ✅ verified complete (fresh retrain, converged) |
| 01 | Investing & Portfolio | 0.2746 | ✅ verified complete |
| 02 | Banking & Lending | 0.1307 | ✅ verified complete (fresh retrain, converged) |
| 03 | Insurance & Risk | 0.4501 | ✅ verified complete (fresh retrain, converged) |
| 04 | Accounting & Auditing | 0.1500 | ✅ verified complete (fresh retrain, converged) |
| 05 | Taxation & Compliance | 0.0754 | ✅ verified complete (fresh retrain, converged) |
| 06 | Real Estate Finance | 0.4678 | ✅ verified complete (fresh retrain, converged) |
| 07 | Financial Engineering | 0.2545 | ✅ verified complete (fresh retrain, converged) |
| 08 | Constitutional Law | 0.0692 | ✅ verified complete (fresh retrain, converged) |
| 09 | Criminal Law | 0.2838 | ✅ verified complete (fresh retrain, converged) |
| 10 | Civil Law | 0.0955 | ✅ verified complete (fresh retrain, converged) |
| 11 | Corporate Law | 0.4710 | ✅ verified complete |
| 12 | Intellectual Property | 0.3093 | ✅ verified complete (fresh retrain, converged) |
| 13 | International Law | 0.3621 | ✅ verified complete (fresh retrain, converged) |
| 14 | Tax Law | 0.0086 | ✅ verified complete |
| 15 | Regulatory Compliance | 0.5570 | ✅ verified complete |
| 16 | Clinical Medicine | 0.1744 | ✅ verified complete (fresh retrain, converged) |
| 17 | Pharmacology | 0.0966 | ✅ verified complete |
| 18 | Diagnostics & Imaging | 0.0015 | ✅ verified complete |
| 19 | Surgery & Procedures | 0.0035 | ✅ verified complete |
| 20 | Neurology | 0.2621 | ✅ verified complete |
| 21 | Cardiology | 0.3481 | ✅ verified complete |
| 22 | Oncology | 0.5547 | ✅ verified complete |
| 23 | Public Health | 0.1529 | ✅ verified complete |
| 24 | Machine Learning & AI | 0.0002 | ✅ verified complete |
| 25 | Systems & Infrastructure | 0.0016 | ✅ verified complete |
| 26 | Cybersecurity | 0.0781 | ✅ verified complete |
| 27 | Databases & SQL | 0.1779 | ✅ verified complete |
| 28 | Networking & Cloud | 0.2036 | ✅ verified complete |
| 29 | Web Development | 0.0003 | ✅ verified complete |
| 30 | DevOps & MLOps | 0.000059 | ✅ verified complete |
| 32 | Physics | 0.00246 | ✅ verified complete |
| 33 | Chemistry | 0.000000596 | ✅ verified complete |
| 34 | Biology & Life Sciences | 0.1974 | ✅ verified complete |
| 35 | Mathematics | 0.3517 | ✅ verified complete |
| 36 | Mechanical Engineering | 0.1394 | ✅ verified complete |
| 37 | Electrical Engineering | 0.0123 | ✅ verified complete |
| 38 | Civil Engineering | 0.1018 | ✅ verified complete |
| 39 | Environmental Science | 0.6756 | ✅ verified complete |
| 40 | Strategic Management | 0.0318 | ✅ verified complete |
| 41 | Marketing & Sales | 0.000285 | ✅ verified complete |
| 42 | Human Resources | 0.00213 | ✅ verified complete |
| 43 | Operations & Logistics | 0.0000397 | ✅ verified complete |
| 44 | Supply Chain | 0.0000859 | ✅ verified complete |
| 45 | Project Management | 0.00004 | ✅ verified complete |
| 46 | Entrepreneurship | 0.0931 | ✅ verified complete |
| 47 | Consulting | 0.2452 | ✅ verified complete |
| 48 | Creative Writing | 0.2855 | ✅ verified complete |
| 49 | Graphic Design | 0.2367 | ✅ verified complete |
| 50 | Music & Audio | 0.1734 | ✅ verified complete |
| 51 | Film & Video | 0.1892 | ✅ verified complete |
| 52 | Translation & Localization | 0.0312 | ✅ verified complete |
| 53 | Linguistics | 0.0185 | ✅ verified complete |
| 54 | Storytelling & Narrative | 0.00142 | ✅ verified complete |
| 55 | Content Creation | 0.1483 | ✅ verified complete |
| 56 | Pedagogy | 0.2871 | ✅ verified complete |
| 57 | Psychology | 0.3324 | ✅ verified complete |
| 58 | Sociology | 0.0052 | ✅ verified complete |
| 59 | Economics | 0.0417 | ✅ verified complete |
| 60 | Philosophy | 0.2918 | ✅ verified complete |
| 61 | History | 0.1245 | ✅ verified complete |
| 62 | Political Science | 0.0017 | ✅ verified complete |
| 63 | Critical Analysis & Reasoning | 0.0008 | ✅ verified complete |