Dataset Viewer
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/harbor/harbor.py", line 171, in _split_generators
raise DataFilesNotFoundError("No task.toml or instruction.md files found")
datasets.exceptions.DataFilesNotFoundError: No task.toml or instruction.md files found
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.Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
NCM release checkpoints
This repository contains the model checkpoints for Next-Concept Modeling.
| Task | Released checkpoints | Data |
|---|---|---|
| XSum | tokenizer + generator | EdinburghNLP/xsum |
| WMT14 De--En | tokenizer + generator | wmt/wmt14 |
| Sudoku | easy, medium, and hard tokenizer--generator pairs | ncm-release-datasets/sudoku |
| TinyStories | tokenizer + generator | roneneldan/TinyStories |
| LM1B | shared tokenizer with small, medium, and large generators | LM1B |
| OpenWebText | pending | Skylion007/openwebtext |
The corresponding config.yaml files record the inference architecture and sampling configuration.
Citation
@article{kumbong2026nextconcept,
title = {Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation},
author = {Kumbong, Hermann and Khare, Ishan S. and Mlauzi, Iddah and Woen, Andrew and Ding, Charles and Buchanan, E. Kelly and Arora, Simran and Mirhoseini, Azalia and R{\'e}, Christopher},
journal = {arXiv preprint arXiv:XXXX.XXXXX},
year = {2026}
}
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