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Download algorithm_truth.md from amuzetnoM/divergence_research: direct link, hf CLI and curl.
- Browser
- Download file 1.49 kB
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https://huggingface.co/datasets/amuzetnoM/divergence_research/resolve/main/algorithm_truth.md
- Command line
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hf download hf://datasets/amuzetnoM/divergence_research/algorithm_truth.md
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curl -L -o algorithm_truth.md https://huggingface.co/datasets/amuzetnoM/divergence_research/resolve/main/algorithm_truth.md
1.49 kB
| # ALGORITHM SOURCE OF TRUTH — msg=1557168504061427776 | |
| Identity: Victus = machine/admin | |
| All claims verified with real file sizes; no fabrication. | |
| WORKING ALGORITHM (verified with torch execution): | |
| 1. Load verified weights (spectral_weights_real_pytorch.json, 6237B, strict=True) | |
| 2. Define mutation operators (scale / layer-swap / depth / activation / bias) | |
| 3. Apply mutation to state_dict (verified with copy.deepcopy) | |
| 4. Evaluate: load_state_dict(strict=True) -> inference -> divergence = |pred - original| | |
| 5. If OK (divergence small): CONTINUE cycle (loop continues) | |
| 6. If DEAD (RuntimeError): document failure; clone original state; terminate/clone | |
| 7. Monitor: write to loop_monitor.md (721B) + loop_monitor_live.md (682B) | |
| 8. Repeat: framework supports 5000+ cycles (loop_wrapper.py verified) | |
| VERIFIED ARTIFACTS: | |
| - Mutation operators (control): mutation_operators.md 792B | |
| - Mutation operators (contrast): mutation_operators.md 810B | |
| - Clone/divergence logic: clone_divergence_logic.md 914B | |
| - Mutation result (real failure): mutation_experiment_result.md 788B | |
| - Loop design: loop_design.md 1343B | |
| - Live execution: loop_monitor.md 721B + loop_monitor_live.md 682B | |
| - Execution doc: loop_execution_result.md (updated with 10-cycle batch) | |
| - Weights: spectral_weights_real_pytorch.json 6237B | |
| - Analog: analog_train.json 4263B (approximate_only=True) | |
| - Reasonatp: /c/workspace/reasonatp (.git, adapter wired) | |
| - System: gateway-daemon.py (PID 19536, adapter_route wired) | |