JUMP Artifact Maintainer commited on
Commit ·
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Parent(s):
Publish verified sanitized model artifacts
Browse files- .gitattributes +35 -0
- DATASET.md +5 -0
- PRIVACY_AUDIT.json +1 -0
- README.md +60 -0
- SHA256SUMS +34 -0
- config.json +1 -0
- environment.json +1 -0
- model.safetensors +3 -0
- phase-result.json +1 -0
- pilot/phase-result.json +1 -0
- pilot/seed-7613/config.json +1 -0
- pilot/seed-7613/environment.json +1 -0
- pilot/seed-7613/model.safetensors +3 -0
- pilot/seed-7613/run-result.json +1 -0
- pilot/seed-7613/runner-hashes.sha256 +10 -0
- pilot/seed-7613/training.json +1 -0
- pilot/seed-7614/config.json +1 -0
- pilot/seed-7614/environment.json +1 -0
- pilot/seed-7614/model.safetensors +3 -0
- pilot/seed-7614/run-result.json +1 -0
- pilot/seed-7614/runner-hashes.sha256 +10 -0
- pilot/seed-7614/training.json +1 -0
- pilot/seed-7615/config.json +1 -0
- pilot/seed-7615/environment.json +1 -0
- pilot/seed-7615/model.safetensors +3 -0
- pilot/seed-7615/run-result.json +1 -0
- pilot/seed-7615/runner-hashes.sha256 +10 -0
- pilot/seed-7615/training.json +1 -0
- pilot/training-manifest.json +1 -0
- pilot/verification.json +41 -0
- references.json +15 -0
- requirements.lock +4 -0
- run-result.json +1 -0
- runner-hashes.sha256 +10 -0
- training-manifest.json +1 -0
- training.json +1 -0
.gitattributes
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DATASET.md
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# Dataset and generator record
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This smoke used the deterministic `jump.track-h-dataset/v1` generator at source commit `bb35da1ea280c985f2b438a4e3f97962c08050d7`. It generated two train and two test worlds from root seed 7613, with six 2D objects, hidden non-trivial binary types, exponents 1 and 2, and domain-separated RNG streams for hidden types, appearance, initial state, and law. Each episode had three simulation frames. Train and test world seeds were disjoint.
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Dataset SHA-256: `12e1a5622b7d3c948aa349983159b89eb068503783285ae9085a5c9ba0ac6cb0`. The generated rows are reproducible from the manifest and source; raw rows are not duplicated in this model repository.
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PRIVACY_AUDIT.json
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{"credential_pattern_findings":0,"current_tree_scan":"passed","history_commit_count_expected":1,"local_path_findings":0,"personal_identity_findings":0,"repository":"jump-world-model","schema_version":"jump.hf-privacy-audit/v1","secret_values_recorded":false,"source_archive_repository":"Perfect7613/jump-world-model-private-archive-20260813","source_history_migrated":false,"visibility_target":"public_after_independent_verification"}
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README.md
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---
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license: other
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tags:
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- physics
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- world-model
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- research
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---
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# JUMP hidden-relation dynamics smoke
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This public artifact contains the single learned scale from a one-step Track H infrastructure smoke. The model multiplies an analytic pairwise-force basis by a learned scalar. The basis uses relative 2D geometry, the known same/different hidden relation, the categorical force law, and its exponent. This is not a Gemma adapter, a general world model, or evidence for a mechanistic claim.
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## Result
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One H100 optimization step on two training worlds produced held-out force NRMSE 0.9444 on two test worlds, compared with 1.0 for a zero-force persistence baseline (5.56% relative improvement). The run is below the preregistered G2 direction of at least 20% improvement across three seeds. It passed only the one-step execution and artifact gates.
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The runner recorded 7.49344 seconds wall duration and 0.230006 seconds inside CUDA training. The pinned-rate ledger estimate was USD 0.0082203; this is not a Modal invoice. Peak PyTorch allocated memory was approximately 7 KiB because the checkpoint has one trainable scalar.
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## Files
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- `model.safetensors`: JUMP-produced weight only; SHA-256 `6702724b6dc658764146a270a45e4eaa9110f92303757069a9b0ef0187d6e967`.
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- `config.json`: architecture and feature contract.
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- `training-manifest.json`, `run-result.json`, `phase-result.json`: immutable execution inputs and results.
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- `runner-hashes.sha256`, `SHA256SUMS`: runner and publication checksums.
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- `DATASET.md`, `training.json`, `environment.json`, `requirements.lock`: generator, metrics, and runtime record.
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- `references.json`: source revision and the pinned Gemma target that was **not** used to train this checkpoint. No tokenizer files or Gemma weights are included.
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Optimizer state, caches, credentials, and raw execution logs are intentionally excluded.
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## Intended use
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Use this artifact to verify loading, provenance, and the deterministic Track H training path. It may also initialize reproduction of the exact one-step smoke. Do not use it as a scientific result, a force-law discovery model, or a component for real-world scientific, medical, or safety decisions.
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## Reproduction
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```bash
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git clone https://github.com/perfect7613/jump-research.git
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cd jump-research
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git checkout bb35da1ea280c985f2b438a4e3f97962c08050d7
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python -m pip install -e '.[test]'
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pytest -q
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# Inspect the fixed H100 entrypoint and manifest before any paid run.
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modal deploy -m jump_runner.modal_app::app
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```
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A paid rerun requires the repository safety checks and explicit authorization. The checked-in CPU and T4 manifests can be validated without launching a full matrix.
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## Limitations
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The checkpoint has one scalar parameter, one optimization step, one root seed, four worlds, and no uncertainty interval. The analytic input basis supplies the hidden relation and force-law structure, so the result does not show that a model inferred either structure. The run does not test A/B/C/C-prime language-model behavior, latent injection, OOD transfer, replication, or mediation.
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## License and attribution
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The source repository currently has no selected license; its README states that all rights are reserved pending licensing decisions. This model repository therefore grants no additional reuse license. The artifact contains no Gemma weights or tokenizer files. `references.json` records the separately licensed Gemma checkpoint considered for later adapter work. Review the source repository and any future base-model terms before reuse or redistribution.
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## Three-seed pilot update
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A subsequent fixed H100 pilot ran 120 optimization steps independently at seeds 7613, 7614, and 7615, using eight train and four held-out test worlds per seed. Held-out force NRMSE values were 0.0000994703, 0.0000994727, and 0.0000994612. The mean was 0.0000994680 with sample standard deviation 0.0000000060; all three correspond to about 99.9901% improvement over the zero-force baseline. With only three deterministic seeds, this dispersion is descriptive and is not a confidence interval.
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The >=20% NRMSE-improvement direction passed for all three seeds. Full G2 did **not** pass because this pilot did not measure hidden-relation probe AUC or its confidence bound, and the analytic input basis supplies the hidden relation and force-law structure. The result remains Track H engineering evidence only. `pilot/verification.json` binds every model, dataset, and checkpoint hash after checking the runner checksum manifests. Optimizer checkpoints remain on the private Modal Volume and are not uploaded.
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SHA256SUMS
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9985408d4457ca1828ce92d83ac85ada620ed13694ce1477fbf83832fb8ab219 DATASET.md
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94fe9c56c90c5545e20cfcb34bf6daf760852402cd4879379f92bf89d52a7413 PRIVACY_AUDIT.json
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b6f0ccfc6f6344fac6783b1e9690b1362d9cd30477dcc042a6bae77813c9d98c README.md
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01a148fb4a0a6f193e2dc0bbebeb9af5f974e97077188a91f37a87023dba5e10 config.json
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07229f0066680c3a35ac11435dbcd4773505e40b2e66f99e382fbc18371322dc environment.json
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6702724b6dc658764146a270a45e4eaa9110f92303757069a9b0ef0187d6e967 model.safetensors
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e5e054bbacf651742e487f86cd95ea70ecdc4a42792341f7388152e6aa68b9b4 phase-result.json
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26fb5a3ccaae45ff3e4e9577b37abb3e8b03aadccc004bc67fb00a178f843fed pilot/phase-result.json
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01a148fb4a0a6f193e2dc0bbebeb9af5f974e97077188a91f37a87023dba5e10 pilot/seed-7613/config.json
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07229f0066680c3a35ac11435dbcd4773505e40b2e66f99e382fbc18371322dc pilot/seed-7613/environment.json
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a14a47f6baeb07da486d18e794df7fe3d0978f7b377644a2020e0dd15b88f4be pilot/seed-7613/model.safetensors
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b8862d2478cd7031cd1a149812b269edd6c688483dccc7095a740f47bab89d9d pilot/seed-7613/run-result.json
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c11b0c5a9fed6e09e67faf1805f0d928d3434019b3a2d3ce7dfe847af9a794c6 pilot/seed-7613/runner-hashes.sha256
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93236fe32120997200feea335490e118481a7961ff0c3066352acf821eab1225 pilot/seed-7613/training.json
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01a148fb4a0a6f193e2dc0bbebeb9af5f974e97077188a91f37a87023dba5e10 pilot/seed-7614/config.json
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+
07229f0066680c3a35ac11435dbcd4773505e40b2e66f99e382fbc18371322dc pilot/seed-7614/environment.json
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dfb965ca71ef4ecb55d48c7a5fe571bfdca7d2ba8c70bba95f04b37ff1063493 pilot/seed-7614/model.safetensors
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6b5cbbdcb098e2ea7006cd7e2810b5e1de0b5fc41b9858ca26b6d508e6f6b449 pilot/seed-7614/run-result.json
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2f9358d37dbd7a47a58c2e3c98f50ae9045eba169af3a634bad8d061e81da2e8 pilot/seed-7614/runner-hashes.sha256
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9a3727e676730834421f6df48eb48818f5e7eb58457267b8458271c3bf033d69 pilot/seed-7614/training.json
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01a148fb4a0a6f193e2dc0bbebeb9af5f974e97077188a91f37a87023dba5e10 pilot/seed-7615/config.json
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+
07229f0066680c3a35ac11435dbcd4773505e40b2e66f99e382fbc18371322dc pilot/seed-7615/environment.json
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733526058f6ed7cf9af980d7d955543fca0c7ccee80e2f737631d2d2fe285843 pilot/seed-7615/model.safetensors
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d3a939b654500d9c072b98231f86b008028155709d18acfb6834c91350968e6f pilot/seed-7615/run-result.json
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4160198369d5733883941a3eccfba3b9da270ce1e2f8fa4d2a7af37081ce766c pilot/seed-7615/runner-hashes.sha256
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+
5626ce7c993a6a11ad5f2c46a4ada66579f883fe4a8709f545785a5e75d02ebf pilot/seed-7615/training.json
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e0ec6fe97c906cee403e255dcf63fe56d3521a4fabd3b910f61d04ee8d8d40cf pilot/training-manifest.json
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3d4505f199920b8f08170cabf2480bf0fadf4cabd0f1cdf7c5b29bf443330d15 pilot/verification.json
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647802b7bec2a9c5c99ffcb462316b577db0decf681416a486fa605a2374e109 references.json
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89ce6efb9548d1c8565d301ae87883f48e30baa6566679cbd08298de9a0ddfc2 requirements.lock
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32b83eba725742535fd803428a48bc219d28ad6f83909fce74937a8d5be38c78 run-result.json
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617c79e27d15afbb76449a43ee1576b99886a3a6198ef2ad411d0ef0c6cee213 runner-hashes.sha256
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de834d1cb0f2b48e67ab294c21dca7f8c5350dca6d36e2cd7f002ada5a81ac56 training-manifest.json
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67d777ab93cd35a957a6f6ee014c057ed0f5b24ccc24b7930328d9570a1ca088 training.json
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config.json
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{"architecture":"learned_scalar_times_hidden_relation_force_basis","base_model":null,"generator":"jump.track-h-dataset/v1","input_features":["unit_coefficient_force_basis_x","unit_coefficient_force_basis_y"],"output_features":["force_x","force_y"],"parameter_names":["scale"],"schema_version":"jump.track-h-world-model-config/v1","tokenizer":null}
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environment.json
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{"deterministic_algorithms":true,"device_type":"cuda","python_torch":"2.11.0","safetensors":"0.6.2"}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:6702724b6dc658764146a270a45e4eaa9110f92303757069a9b0ef0187d6e967
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size 260
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phase-result.json
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{"completed_at":"2026-08-12T22:02:36.918867+00:00","estimated_cost_usd":0.008220303679999999,"forecast_cost_usd":0.32909999999999995,"gpu":"H100","mechanistic_escalation_evidence":false,"phase_id":"authorized-h100-training-smoke","runtime_seconds":7.49344,"schema_version":"jump.phase-result/v1","status":"passed"}
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pilot/phase-result.json
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{"completed_at":"2026-08-12T22:07:28.624443+00:00","estimated_cost_usd":0.046498915271,"forecast_cost_usd":1.1847599999999998,"full_g2_passed":false,"g2_improvement_direction_passed":true,"mechanistic_evidence":false,"phase_id":"authorized-h100-three-seed-pilot","relative_improvements":[0.9999005297431722,0.9999005273493822,0.9999005387871875],"runtime_seconds":42.387343,"schema_version":"jump.phase-result/v1","seeds":[7613,7614,7615],"status":"passed"}
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pilot/seed-7613/config.json
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| 1 |
+
{
|
| 2 |
+
"improvement_mean": 0.999900531959914,
|
| 3 |
+
"improvement_sample_stdev": 6.032520693511383e-09,
|
| 4 |
+
"nrmse_max": 9.947265061782673e-05,
|
| 5 |
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"nrmse_mean": 9.946804008601855e-05,
|
| 6 |
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"nrmse_min": 9.946121281245723e-05,
|
| 7 |
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"nrmse_sample_stdev": 6.032520693511383e-09,
|
| 8 |
+
"per_seed": [
|
| 9 |
+
{
|
| 10 |
+
"checkpoint_sha256": "22161bee63b1268812cb07eed9fb6cf3284a565cfa88dea3183fd902d822bf22",
|
| 11 |
+
"dataset_sha256": "cdca04d5026e2b240cd9a41d3a30656c0d44e8c98c3c827f0f6f8b7b5eee75e5",
|
| 12 |
+
"duration": 19.084096,
|
| 13 |
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"improvement": 0.9999005297431722,
|
| 14 |
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"model_sha256": "a14a47f6baeb07da486d18e794df7fe3d0978f7b377644a2020e0dd15b88f4be",
|
| 15 |
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"nrmse": 9.947025682777166e-05,
|
| 16 |
+
"seed": 7613,
|
| 17 |
+
"training_seconds": 1.6239877559999982
|
| 18 |
+
},
|
| 19 |
+
{
|
| 20 |
+
"checkpoint_sha256": "7e07cffc1aff9e8d62be4b0229483371f33877acbccac916b5ac999d4906b8df",
|
| 21 |
+
"dataset_sha256": "aba36d3690cc72f74834519ba066cb267254ad220f608bd3a61d73a3c379ad12",
|
| 22 |
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"duration": 11.481514,
|
| 23 |
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"improvement": 0.9999005273493822,
|
| 24 |
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"model_sha256": "dfb965ca71ef4ecb55d48c7a5fe571bfdca7d2ba8c70bba95f04b37ff1063493",
|
| 25 |
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"nrmse": 9.947265061782673e-05,
|
| 26 |
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"seed": 7614,
|
| 27 |
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"training_seconds": 1.4656814070000053
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"checkpoint_sha256": "9690f7a2ceb556626467c0c6f9051353a66c9ae5c4eea698aa5a9c2fdad1db3c",
|
| 31 |
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"dataset_sha256": "cd804a9e2a549e700d46b0e739fed51e97c2ba793e078c04ee8f6df3542b522d",
|
| 32 |
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"duration": 11.821733,
|
| 33 |
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"improvement": 0.9999005387871875,
|
| 34 |
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"model_sha256": "733526058f6ed7cf9af980d7d955543fca0c7ccee80e2f737631d2d2fe285843",
|
| 35 |
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"nrmse": 9.946121281245723e-05,
|
| 36 |
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"seed": 7615,
|
| 37 |
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"training_seconds": 1.5545569179999958
|
| 38 |
+
}
|
| 39 |
+
],
|
| 40 |
+
"verified": true
|
| 41 |
+
}
|
references.json
ADDED
|
@@ -0,0 +1,15 @@
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|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"gemma_adapter_target": {
|
| 3 |
+
"license_metadata": "apache-2.0",
|
| 4 |
+
"model_id": "google/gemma-4-12B-it",
|
| 5 |
+
"revision": "707f0a3b8a3c7ad586ed01e27eafbad8a27dd0f7",
|
| 6 |
+
"used_in_this_checkpoint": false
|
| 7 |
+
},
|
| 8 |
+
"schema_version": "jump.model-references/v1",
|
| 9 |
+
"source_code": {
|
| 10 |
+
"commit": "bb35da1ea280c985f2b438a4e3f97962c08050d7",
|
| 11 |
+
"repository": "https://github.com/perfect7613/jump-research"
|
| 12 |
+
},
|
| 13 |
+
"tokenizer": null,
|
| 14 |
+
"trained_base_model": null
|
| 15 |
+
}
|
requirements.lock
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
huggingface_hub==1.14.0
|
| 2 |
+
numpy==2.3.2
|
| 3 |
+
safetensors==0.6.2
|
| 4 |
+
torch==2.11.0
|
run-result.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"artifacts":[{"media_type":"application/octet-stream","name":"environment.json","path":"attempts/0001/artifacts/environment.json","sha256":"07229f0066680c3a35ac11435dbcd4773505e40b2e66f99e382fbc18371322dc"},{"media_type":"application/octet-stream","name":"model-config.json","path":"attempts/0001/artifacts/model-config.json","sha256":"01a148fb4a0a6f193e2dc0bbebeb9af5f974e97077188a91f37a87023dba5e10"},{"media_type":"application/octet-stream","name":"model.safetensors","path":"attempts/0001/artifacts/model.safetensors","sha256":"6702724b6dc658764146a270a45e4eaa9110f92303757069a9b0ef0187d6e967"},{"media_type":"application/octet-stream","name":"training.json","path":"attempts/0001/artifacts/training.json","sha256":"67d777ab93cd35a957a6f6ee014c057ed0f5b24ccc24b7930328d9570a1ca088"}],"attempt":1,"duration_seconds":7.49344,"error":null,"exit_code":0,"finished_at":"2026-08-12T22:02:36.762635+00:00","metrics":[{"name":"world_model.train.initial_mse","split":"train","value":0.039398957043886185},{"name":"world_model.train.final_mse","split":"train","value":0.039398957043886185},{"name":"world_model.test.force_nrmse","split":"test","value":0.9444443583488464},{"name":"world_model.test.persistence_nrmse","split":"test","value":1.0},{"name":"world_model.test.relative_improvement","split":"test","value":0.055555641651153564},{"name":"world_model.training_seconds","split":"all","value":0.23000600100000046},{"name":"world_model.training_steps","split":"all","value":1},{"name":"world_model.peak_memory_gb","split":"all","value":6.67572021484375e-06},{"name":"world_model.train.sample_count","split":"train","value":36},{"name":"world_model.test.sample_count","split":"test","value":36}],"provenance":{"code_version":"bb35da1ea280c985f2b438a4e3f97962c08050d7","manifest_sha256":"de834d1cb0f2b48e67ab294c21dca7f8c5350dca6d36e2cd7f002ada5a81ac56","run_id":"one-step-hidden-relation-dynamics"},"retryable":false,"schema_version":"jump.run-result/v1","started_at":"2026-08-12T22:02:29.228186+00:00","status":"completed","track_h":{"dataset_sha256":"12e1a5622b7d3c948aa349983159b89eb068503783285ae9085a5c9ba0ac6cb0","mechanistic_evidence":false,"task":"jump.track-h-world-model-smoke/v1"}}
|
runner-hashes.sha256
ADDED
|
@@ -0,0 +1,10 @@
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
07229f0066680c3a35ac11435dbcd4773505e40b2e66f99e382fbc18371322dc artifacts/environment.json
|
| 2 |
+
01a148fb4a0a6f193e2dc0bbebeb9af5f974e97077188a91f37a87023dba5e10 artifacts/model-config.json
|
| 3 |
+
6702724b6dc658764146a270a45e4eaa9110f92303757069a9b0ef0187d6e967 artifacts/model.safetensors
|
| 4 |
+
67d777ab93cd35a957a6f6ee014c057ed0f5b24ccc24b7930328d9570a1ca088 artifacts/training.json
|
| 5 |
+
5f4bdda871fb311a82e39369343574c2d314513008c58cd6ce7d3e6befe32c95 checkpoint/world-model-checkpoint.pt
|
| 6 |
+
32b83eba725742535fd803428a48bc219d28ad6f83909fce74937a8d5be38c78 result.json
|
| 7 |
+
5ee84fedc26b23256c6df82f1a0c5dd176c772343a1971a5f688a561fffc627a started.json
|
| 8 |
+
e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855 stderr.log
|
| 9 |
+
e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855 stdout.log
|
| 10 |
+
de0fff5a80aea0e184b969b8c2196c5d8c38984cc3ea624dc399f22e39a7e427 task-parameters.json
|
training-manifest.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"description":"Human-authorized one-step H100 training smoke; not mechanistic escalation evidence.","experiment_id":"track-h-world-model-h100-one-step","launch_policy":{"allow_full_matrix":false,"allow_h100":true,"narrow_training_smoke_only":true},"phases":[{"budget":{"allowed_gpu_types":["H100"],"gpu_hourly_cost_usd":{"H100":3.9492},"max_concurrent_gpus":1,"max_cost_usd":0.32909999999999995,"max_runtime_seconds":300},"gates":[{"aggregation":"min","id":"exactly-one-training-step","metric":"world_model.training_steps","operator":"==","threshold":1}],"id":"authorized-h100-training-smoke","runs":[{"id":"one-step-hidden-relation-dynamics","resources":{"gpu":"H100","timeout_seconds":300},"retry":{"max_attempts":1},"task":{"module":"jump_benchmark.train","parameters":{"epochs":1,"exponents":[1,2],"learning_rate":0.01,"require_cuda":true,"seed":7613,"simulator":{"bounds":3.0,"coefficient":0.18,"dt":0.04,"softening":0.2,"steps":3},"task":"jump.track-h-world-model-smoke/v1","test_episodes":2,"torch_version":"2.11.0","train_episodes":2}}}]}],"preregistration":{"layer_allowlist":["not-applicable"],"timepoint_allowlist":["not-applicable"]},"schema_version":"jump.experiments/v1"}
|
training.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"config":{"epochs":1,"exponents":[1,2],"learning_rate":0.01,"require_cuda":true,"seed":7613,"simulator":{"bounds":3.0,"coefficient":0.18,"dt":0.04,"softening":0.2,"steps":3},"task":"jump.track-h-world-model-smoke/v1","test_episodes":2,"torch_version":"2.11.0","train_episodes":2},"dataset_sha256":"12e1a5622b7d3c948aa349983159b89eb068503783285ae9085a5c9ba0ac6cb0","device_type":"cuda","final_train_mse":0.039398957043886185,"initial_train_mse":0.039398957043886185,"mechanistic_evidence":false,"peak_memory_gb":6.67572021484375e-06,"persistence_force_nrmse":1.0,"relative_improvement":0.055555641651153564,"schema_version":"jump.track-h-world-model-smoke/v1","test_force_nrmse":0.9444443583488464,"test_sample_count":36,"torch_version":"2.11.0","train_sample_count":36,"training_seconds":0.23000600100000046}
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