KOSMOS
Collection
anima knowledge-anchor manifest. • 20 items • Updated
Datasets:
Dataset Viewer
The dataset viewer is not available for this split.
Cannot extract the features (columns) for the split 'train' of the config 'default' of the dataset.
Error code: FeaturesError
Exception: UnicodeDecodeError
Message: 'utf-8' codec can't decode byte 0xfe in position 65: invalid start byte
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 247, in compute_first_rows_from_streaming_response
iterable_dataset = iterable_dataset._resolve_features()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 4196, in _resolve_features
features = _infer_features_from_batch(self.with_format(None)._head())
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2533, in _head
return next(iter(self.iter(batch_size=n)))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2711, in iter
for key, pa_table in ex_iterable.iter_arrow():
^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2249, in _iter_arrow
yield from self.ex_iterable._iter_arrow()
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 494, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 384, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/text/text.py", line 98, in _generate_tables
batch = f.read(self.config.chunksize)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/utils/file_utils.py", line 844, in read_with_retries
out = read(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "<frozen codecs>", line 322, in decode
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xfe in position 65: invalid start byteNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
anima-agent-lane-tooluse-corpus
Agent-lane tool-USE demo corpus for anima's
rung-0 tool-use grounding fire (design §6/§7). It teaches the byte-LM mouth the
sentinel tool-call grammar (0xFE fact_lookup KEY 0xFF, vocab256-safe dead-UTF-8
delimiters) + grounding behaviour — NOT tool facts/trivia. Deterministic, $0.
two register variants (the key finding)
agent_lane_chatreg.txt(1,060,800 B) — grammar taught IN the사용자:/도우미:chat register. This is the variant that delivered the 🟢 F-TOOLUSE-FABDROP terminal PASS (fabrication 0.5556 → 0.0).agent_lane_5lang_disjoint.txt(980,880 B) — grammar in a plain-prose register DISJOINT from the chat turn. Closed-negative: the grammar was learned but stayed siloed and did NOT transfer to the chat surface (FABDROP FAIL). Lesson: teach the grammar in the same register it will fire in.
shape distribution (each variant)
a/b/c/d balanced 1200 each (needs-tool · no-tool-needed · don't-know-call · tier-too-low-refuse).
Hard invariants (re-verified): fabricated_result_count == 0, sentinels balanced
(0xFE=0xFF=3600), all non-frame bytes valid UTF-8, philosophy grep ([role:/[persona:/
[character:/[assistant:/[system:) == 0. Held-out probe values appear in NEITHER
variant (falsifier leak guard).
philosophy (p1..p8 — HELD)
The 0xFE/0xFF are LEARNED grammar bytes, NOT identity injection. NO system prompt /
persona / role / RLHF. sha256 manifest: SHA256SUMS.txt.
Scope (a_scale_honest_scope): TOY 18M rung corpus; mid/7B transfer UNVERIFIED.
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