Datasets:

anhth
/

fcm_vision

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The dataset viewer is not available for this subset.

Cannot get the split names for the config 'default' of the dataset.

Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 286, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      StreamingDownloadManager(base_path=builder.base_path, download_config=download_config)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 80, in _split_generators
                  raise ValueError(
                  ...<2 lines>...
                  )
              ValueError: The TAR archives of the dataset should be in WebDataset format, but the files in the archive don't share the same prefix or the same types.
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 68, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ~~~~~~~~~~~~~~~~~~~~~~~^
                      path=dataset,
                      ^^^^^^^^^^^^^
                      config_name=config,
                      ^^^^^^^^^^^^^^^^^^^
                      token=hf_token,
                      ^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
                  info = get_dataset_config_info(
                      path,
                  ...<6 lines>...
                      **config_kwargs,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 291, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

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FCM Direction 3 — vision results

Results snapshots of the Direction 3 (vision) study: regime-conditional Fisher modules in the MLPs of ViT-B/16 backbones (supervised google/vit-base-patch16-224, facebook/dino-vitb16, facebook/vit-mae-base), including a sweep over all 12 layers of each model.

The archive is refreshed about every hour while the experiments run; every version is kept in the repository history.

direction3_vision_light.tar.gz — extract with tar xzf direction3_vision_light.tar.gz.

<model>/L<layer>/fit.json: regimes, operator spectra, structure statistics per layer
<model>/L<layer>/report.json and figures/: pre-registered causal tests (selectivity, potency, controls) and their figures
<model>/L<layer>/interp/: per-regime descriptive statistics (interp.json), spatial occupancy maps and image galleries
registers/: the register-token analysis of the supervised ViT
sweep_summary.json / .png: the cross-model, cross-layer summary (once the sweep has run)

Heavy intermediates (fitted operators fit.pt, per-job causal logs causal.jsonl) are not included.

Image notice

Some figures (galleries, heatmap overlays) contain downscaled, dimmed or annotated ImageNet validation images. They are included only to illustrate research results, for non-commercial research and educational purposes. Copyright in the photographs remains with their original owners; use of the images is subject to the ImageNet terms of access. No raw images or image datasets are distributed here.

If you are a rights holder and want an image removed, please open a discussion on this repository and it will be taken down.

The numerical results, charts and JSON files (everything that is not an ImageNet photograph) may be reused for research with attribution to this repository.

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FCM Direction 3 — vision results

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Image notice