Datasets:
Formats:
json
Languages:
English
Size:
< 1K
Tags:
physical-icl
physical-in-context-learning
video-generation
world-model
physics
demonstration-learning
License:
Publish all 345 tasks, review clips and first 200-step H3 SFT (part 5)
Browse filesPreserve 320/25 split and held statuses; include native first-round LoRA, actual losses, 32 historical outputs, complete source mirror and CPU quality audits.
This view is limited to 50 files because it contains too many changes. See raw diff
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README.md
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- n<1K
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configs:
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- config_name: h3_outcome_hidden_primary_v1
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data_files:
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- split: train
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path: data/h3_causal_icl_v1/training_inputs/train.jsonl
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- split: validation
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path: data/h3_causal_icl_v1/training_inputs/dev.jsonl
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---
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# Physical-ICL
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The current version contains a preliminary subset built from Physics-IQ. Each sample is organized as a query video with candidate demonstration videos. These demonstrations are labeled by their relationship to the query, such as good, weak, opposite, or irrelevant demonstrations.
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## H3 causal-ICL release — 2026-10-17
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[data/h3_causal_icl_v1/](data/h3_causal_icl_v1/README.md) contains the current 5,341-pair causal rulebank, the completed outcome-hidden diagnostic (65 train / 2 dev, two independent 200-update LoRA models, 12 videos), exact model inputs, losses, quality flags and a browsable code mirror. Rubrics and dev evidence are separate from model inputs. Eight mechanism-positive training pairs have different specific responses and are explicitly flagged. This two-case diagnostic does not establish an overall causal-ICL gain.
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- n<1K
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configs:
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- config_name: h3_outcome_hidden_primary_v1
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default: true
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data_files:
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- split: train
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path: data/h3_causal_icl_v1/training_inputs/train.jsonl
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- split: validation
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path: data/h3_causal_icl_v1/training_inputs/dev.jsonl
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- config_name: h3_outcome_hidden_all345
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data_files:
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- split: train
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path: data/h3_causal_icl_v1/outcome_hidden_tasks_v1_all345/tasks/train.jsonl
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- split: validation
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path: data/h3_causal_icl_v1/outcome_hidden_tasks_v1_all345/tasks/dev.jsonl
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- config_name: h3_ordinary_pilot_v1
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data_files:
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- split: train
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path: data/h3_causal_icl_v1/ordinary_pilot_v1/training_inputs/train320.jsonl
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---
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# Physical-ICL
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The current version contains a preliminary subset built from Physics-IQ. Each sample is organized as a query video with candidate demonstration videos. These demonstrations are labeled by their relationship to the query, such as good, weak, opposite, or irrelevant demonstrations.
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All 345 task records and the first ordinary SFT (including final LoRA and 32 historical videos) are now included: [All 345 tasks](data/h3_causal_icl_v1/outcome_hidden_tasks_v1_all345/README.md) · [First SFT](data/h3_causal_icl_v1/ordinary_pilot_v1/README.md).
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## H3 causal-ICL release — 2026-10-17
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[data/h3_causal_icl_v1/](data/h3_causal_icl_v1/README.md) contains the current 5,341-pair causal rulebank, the completed outcome-hidden diagnostic (65 train / 2 dev, two independent 200-update LoRA models, 12 videos), exact model inputs, losses, quality flags and a browsable code mirror. Rubrics and dev evidence are separate from model inputs. Eight mechanism-positive training pairs have different specific responses and are explicitly flagged. This two-case diagnostic does not establish an overall causal-ICL gain.
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# H3 causal-ICL v1 — paired data and completed diagnostic
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This release adds the current causal-rule pairbank and the completed outcome-hidden small diagnostic. It is independent of the older `physics_cards_v7` retrieval export. [Browse the code](code/physical_icl_h3/README.md) or download
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**Crops:** the run explicitly assumes the target event is in the existing first 124 frames at 24 fps. This assumption has not been upgraded to visual verification. Some sample storyboards warrant timing/response review. No historical input, crop or checkpoint was changed during acceptance.
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**Paths:** JSON exports use project-relative paths.
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**Model input vs evaluation:** `training_inputs/` contains outcome-hidden task prompts. Rubrics and full observations live separately in `evaluation_only/`. Exact encoder strings include native media headers/time labels plus the approved h3_prompt, never rubrics or original full captions.
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**Reuse terms:** existing upstream WISA/media terms continue to apply. This release does not grant new rights over third-party videos. Trainer code has its own Apache-2.0 license in the code mirror.
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# H3 causal-ICL v1 — paired data and completed diagnostic
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This release adds the current causal-rule pairbank and the completed outcome-hidden small diagnostic. It is independent of the older `physics_cards_v7` retrieval export. [Browse the code](code/physical_icl_h3/README.md) or download [the code ZIP](code/physical_icl_h3_code.zip). The matching GitHub repository is [Physical-VICL](https://github.com/chengye629/Physical-VICL).
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| Artifact | Contents |
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**Crops:** the run explicitly assumes the target event is in the existing first 124 frames at 24 fps. This assumption has not been upgraded to visual verification. Some sample storyboards warrant timing/response review. No historical input, crop or checkpoint was changed during acceptance.
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**Paths:** JSON exports use project-relative paths. Checkpoint references for the later outcome-hidden models identify the original experiment; their weights are not duplicated here. The separate first ordinary SFT final adapter is hosted under `ordinary_pilot_v1/checkpoint-0000200/`. Original train source videos and all query frames are not duplicated; the six dev evidence videos are included for inspection. Resolve WISA source paths against a local video root. `provenance/outcome_hidden_tasks_v1.original.zip` is the byte-exact historical package with its original paths; it is provenance, not the default training loader.
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**Model input vs evaluation:** `training_inputs/` contains outcome-hidden task prompts. Rubrics and full observations live separately in `evaluation_only/`. Exact encoder strings include native media headers/time labels plus the approved h3_prompt, never rubrics or original full captions.
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**Reuse terms:** existing upstream WISA/media terms continue to apply. This release does not grant new rights over third-party videos. Trainer code has its own Apache-2.0 license in the code mirror.
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## Complete task bank and first SFT — added 2026-10-17
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- [All 345 task records](outcome_hidden_tasks_v1_all345/README.md): 320 train / 25 dev, all drafts, 345 first-frame previews, all primary/continuation candidates, separate evaluation evidence and a 345-row quality audit. The 46 held tasks are retained with reasons; they are not silently enabled for training.
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- [First ordinary SFT](ordinary_pilot_v1/README.md): original 320-row inputs, actual 200-step logs/losses, final LoRA adapter, 32 historical Base/LoRA videos and the separate q04 controlled probe.
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data/h3_causal_icl_v1/SHA256SUMS.txt
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# All 345 outcome-hidden task records
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[Download the complete review bundle](https://huggingface.co/datasets/Vincwng/Physical-ICL/resolve/main/data/h3_causal_icl_v1/outcome_hidden_all345_review.zip?download=true). Unzip it and open `all345/index.html`; it includes all task records, previews and quality notes.
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All records are expanded here, preserving **320 train / 25 dev**. Nothing has been silently dropped. [Browse the task JSONL](tasks/all345.jsonl), [quality CSV](quality/review.csv), or download this folder and open `index.html` to inspect every draft, first-frame preview, separate rubric and review flag.
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| Use | Train | Dev | Total |
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|---|---:|---:|---:|
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| Action/motion response diagnostic candidates | 65 | 2 | 67 |
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| Auxiliary continuation | 212 | 20 | 232 |
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| Needs additional evidence | 43 | 3 | 46 |
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| All retained | 320 | 25 | 345 |
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All 345 drafts, metadata and rubrics are provided. The 46 held records retain drafts and reasons; their approved `h3_prompt` is null, while `draft_h3_prompt` is available for review. `text_ready=true` applies to 299 records, not all 345. No source `train_ready=false` or human-verification flag was upgraded. The historical 65/2 experiment has not been changed or retrained.
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## Quality control
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The entire bank passed identity, split-role isolation, evidence-reference, candidate-prompt consistency and original source/ledger fingerprint checks. Existing pair assessments yield **334 response-compatible metadata candidates, 10 mechanism-only candidates, and 1 partial-alignment review pair**. This does not make 334 examples visually verified or suitable as causal onset tests. There are **64 priority-review tasks**, including the 46 evidence-held tasks and overlapping pairing/occlusion/blur/annotation-conflict risks. Every record has an independent quality entry.
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Initial-frame images are provided for all 345 records. Selected high-risk clips have additional first-5.17-second storyboards. These images are inspection previews, not replacements for the original training images or full-video verification. Existing temporal-coverage and crop assumptions remain explicit. Source-video paths are retained relative to the project; full source videos are not duplicated in this export.
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`continuation` examples may start with flames, deformation or other effects already visible. That is not automatically a text leak, but such samples must not be mixed into an intervention-response score. The primary set also has continuous/mid-event cases; stratify onset vs ongoing response. Same-mechanism/different-material-response pairs should not be called same-response positives.
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## Model inputs and supervision
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Only the selected `h3_prompt` enters text encoding. Rubrics and full annotations live in `evaluation_only/` and `provenance/`. `candidate_manifests/` contains all historical primary/continuation × condition manifests; hold records are deliberately absent from runnable candidates. Loading all 345 for inspection is not authorization to train on the 25 dev queries or to invent evidence for the 46 held records.
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The original ZIP remains byte-exact in the parent release provenance folder. Published JSON paths are normalized; source hashes describe original authoring inputs. The source/ledger fingerprints were recomputed before normalization. Rebuilding from the original source requires the original absolute-path records or an explicitly recorded relocation step.
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## Playable review media
|
| 31 |
+
|
| 32 |
+
`media/` contains **556 unique videos** covering every one of the 345 query/positive-demo pairs and all original dev irrelevant controls. These are silent H.264 **review copies**, bounded by 384×216 at 24 fps, using up to the existing [0, 124/24) seconds. They are not original full-resolution source videos, training inputs, or newly verified event-centered crops. The per-file manifest records dimensions, decoded frame counts, source paths and SHA-256 hashes. All 556 previews decoded fully on CPU. The task records link each role explicitly. Open downloaded `index.html` to view paired clips alongside draft prompts and separate rubrics.
|
| 33 |
+
|
| 34 |
+
Metadata flags are not a pass rate: among the **67 primary candidates**, 59 have response-compatible pair metadata, 8 are mechanism-only pairs, and **13** have at least one priority warning. Among the 232 auxiliary continuations, 230 have compatible pair metadata, one is mechanism-only and one partially aligned; this does not make them causal intervention tests. The 46 held records remain held even though 45 have broadly compatible pair metadata.
|
| 35 |
+
|
| 36 |
+
All 345 first frames were inspected through 18 contact sheets. Fourteen additional targeted query/demo storyboards were inspected at eight times over the first 4.5 seconds. See `quality/visual_review_notes.json` for observations and limits. This is not a full-video visual audit of every pair.
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