Dataset Viewer
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: CastError
Message: Couldn't cast
0 0 0: string
0 0 1: string
0 0 2: string
0 0 3: string
0 10 0: string
0 10 1: string
0 10 2: string
0 10 3: string
0 13 0: string
0 13 1: string
0 13 2: string
0 13 3: string
0 18 0: string
0 18 1: string
0 18 2: string
0 18 3: string
0 19 0: string
0 19 1: string
0 19 2: string
0 19 3: string
0 2 0: string
0 2 1: string
0 2 2: string
0 2 3: string
0 22 0: string
0 22 1: string
0 22 2: string
0 22 3: string
0 3 0: string
0 3 1: string
0 3 2: string
0 3 3: string
0 5 0: string
0 5 1: string
0 5 2: string
0 5 3: string
0 6 0: string
0 6 1: string
0 6 2: string
0 6 3: string
0 8 0: string
0 8 1: string
0 8 2: string
0 8 3: string
1 0 0: string
1 0 1: string
1 0 2: string
1 0 3: string
1 1 0: string
1 1 1: string
1 1 2: string
1 1 3: string
1 12 0: string
1 12 1: string
1 12 2: string
1 12 3: string
1 14 0: string
1 14 1: string
1 14 2: string
1 14 3: string
1 17 0: string
1 17 1: string
1 17 2: string
1 17 3: string
1 19 0: string
1 19 1: string
1 19 2: string
1 19 3: string
1 21 0: string
1 21 1: string
1 21 2: string
1 21 3: string
1 22 0: string
1 22 1: string
1 22 2: string
1 22 3: string
1 23 0: string
1 23 1: string
1 23 2: string
1 23 3: string
1 24 0: string
1 24 1: string
1 24 2: string
1 24 3: string
1 3 0: string
1 3 1: string
1 3 2: string
1 3 3: string
1 4 0: string
1 4 1: string
1 4 2: string
1 4 3: string
1 5 0: string
1 5 1: string
1 5 2: string
1 5 3: string
1 6 0: string
1 6 1: string
1 6 2: string
1 6 3: string
1 7 0: string
1 7 1: string
1 7 2: string
1 7 3:
...
: string
74 2 1: string
94 16 1: string
41 6 3: string
97 5 2: string
37 24 2: string
84 23 1: string
28 19 0: string
57 24 1: string
42 6 1: string
46 2 0: string
5 24 0: string
76 2 2: string
44 12 2: string
33 24 2: string
7 20 3: string
26 24 0: string
67 24 2: string
90 22 1: string
4 4 3: string
65 14 3: string
17 24 2: string
58 5 0: string
95 8 1: string
38 24 1: string
6 24 3: string
65 2 1: string
12 24 0: string
42 6 2: string
44 12 3: string
17 24 1: string
90 5 2: string
41 24 3: string
28 19 2: string
32 12 2: string
99 13 0: string
62 23 3: string
12 24 1: string
24 24 3: string
81 8 0: string
33 18 0: string
43 6 1: string
43 6 0: string
74 8 2: string
7 20 0: string
22 24 0: string
0 24 0: string
7 24 2: string
92 12 1: string
6 24 0: string
80 21 1: string
90 18 3: string
4 4 2: string
16 24 0: string
21 24 3: string
19 24 3: string
99 13 1: string
42 24 3: string
84 23 3: string
7 24 0: string
98 13 2: string
6 24 2: string
65 14 2: string
69 6 2: string
65 2 0: string
90 18 1: string
94 16 3: string
0 24 1: string
32 24 2: string
16 24 2: string
90 18 0: string
58 5 1: string
65 11 0: string
65 2 2: string
32 12 0: string
47 16 1: string
41 6 2: string
33 18 2: string
53 22 2: string
4 4 1: string
74 8 0: string
99 13 2: string
2 24 1: string
5 24 2: string
18 24 3: string
7 24 1: string
85 2 0: string
99 13 3: string
42 24 0: string
90 5 0: string
84 23 2: string
62 23 2: string
37 24 3: string
8 10 0: string
58 5 3: string
56 24 3: string
39 24 3: string
to
{'0 24 0': Value('string'), '0 24 1': Value('string'), '0 24 2': Value('string'), '0 24 3': Value('string'), '1 11 0': Value('string'), '1 11 1': Value('string'), '1 11 2': Value('string'), '1 11 3': Value('string'), '10 24 0': Value('string'), '10 24 1': Value('string'), '10 24 2': Value('string'), '10 24 3': Value('string'), '11 24 0': Value('string'), '11 24 1': Value('string'), '11 24 2': Value('string'), '11 24 3': Value('string'), '12 20 0': Value('string'), '12 20 1': Value('string'), '12 20 2': Value('string'), '12 20 3': Value('string'), '12 24 0': Value('string'), '12 24 1': Value('string'), '12 24 2': Value('string'), '12 24 3': Value('string'), '13 24 0': Value('string'), '13 24 1': Value('string'), '13 24 2': Value('string'), '13 24 3': Value('string'), '14 24 0': Value('string'), '14 24 1': Value('string'), '14 24 2': Value('string'), '14 24 3': Value('string'), '15 24 0': Value('string'), '15 24 1': Value('string'), '15 24 2': Value('string'), '15 24 3': Value('string'), '16 1 0': Value('string'), '16 1 1': Value('string'), '16 1 2': Value('string'), '16 1 3': Value('string'), '16 24 0': Value('string'), '16 24 1': Value('string'), '16 24 2': Value('string'), '16 24 3': Value('string'), '17 24 0': Value('string'), '17 24 1': Value('string'), '17 24 2': Value('string'), '17 24 3': Value('string'), '18 11 0': Value('string'), '18 11 1': Value('string'), '18 11 2': Value('string'), '18 11 3': Value('string'), '18 24 0': Value('string'), '18 24 1': Value('string'),
...
), '90 0 2': Value('string'), '90 0 3': Value('string'), '90 18 0': Value('string'), '90 18 1': Value('string'), '90 18 2': Value('string'), '90 18 3': Value('string'), '90 22 0': Value('string'), '90 22 1': Value('string'), '90 22 2': Value('string'), '90 22 3': Value('string'), '90 24 0': Value('string'), '90 24 1': Value('string'), '90 24 2': Value('string'), '90 24 3': Value('string'), '90 5 0': Value('string'), '90 5 1': Value('string'), '90 5 2': Value('string'), '90 5 3': Value('string'), '91 22 0': Value('string'), '91 22 1': Value('string'), '91 22 2': Value('string'), '91 22 3': Value('string'), '92 12 0': Value('string'), '92 12 1': Value('string'), '92 12 2': Value('string'), '92 12 3': Value('string'), '94 16 0': Value('string'), '94 16 1': Value('string'), '94 16 2': Value('string'), '94 16 3': Value('string'), '95 8 0': Value('string'), '95 8 1': Value('string'), '95 8 2': Value('string'), '95 8 3': Value('string'), '97 18 0': Value('string'), '97 18 1': Value('string'), '97 18 2': Value('string'), '97 18 3': Value('string'), '97 5 0': Value('string'), '97 5 1': Value('string'), '97 5 2': Value('string'), '97 5 3': Value('string'), '98 13 0': Value('string'), '98 13 1': Value('string'), '98 13 2': Value('string'), '98 13 3': Value('string'), '99 13 0': Value('string'), '99 13 1': Value('string'), '99 13 2': Value('string'), '99 13 3': Value('string'), '99 24 0': Value('string'), '99 24 1': Value('string'), '99 24 2': Value('string'), '99 24 3': Value('string')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
return get_rows(
dataset=dataset,
...<4 lines>...
column_names=column_names,
)
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
File "/src/services/worker/src/worker/utils.py", line 127, in get_rows
rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
yield from ds.decode(False) if ds.features else ds
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2840, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2373, in __iter__
for key, pa_table in self._iter_arrow():
~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2398, in _iter_arrow
for key, pa_table in self.ex_iterable._iter_arrow():
~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
0 0 0: string
0 0 1: string
0 0 2: string
0 0 3: string
0 10 0: string
0 10 1: string
0 10 2: string
0 10 3: string
0 13 0: string
0 13 1: string
0 13 2: string
0 13 3: string
0 18 0: string
0 18 1: string
0 18 2: string
0 18 3: string
0 19 0: string
0 19 1: string
0 19 2: string
0 19 3: string
0 2 0: string
0 2 1: string
0 2 2: string
0 2 3: string
0 22 0: string
0 22 1: string
0 22 2: string
0 22 3: string
0 3 0: string
0 3 1: string
0 3 2: string
0 3 3: string
0 5 0: string
0 5 1: string
0 5 2: string
0 5 3: string
0 6 0: string
0 6 1: string
0 6 2: string
0 6 3: string
0 8 0: string
0 8 1: string
0 8 2: string
0 8 3: string
1 0 0: string
1 0 1: string
1 0 2: string
1 0 3: string
1 1 0: string
1 1 1: string
1 1 2: string
1 1 3: string
1 12 0: string
1 12 1: string
1 12 2: string
1 12 3: string
1 14 0: string
1 14 1: string
1 14 2: string
1 14 3: string
1 17 0: string
1 17 1: string
1 17 2: string
1 17 3: string
1 19 0: string
1 19 1: string
1 19 2: string
1 19 3: string
1 21 0: string
1 21 1: string
1 21 2: string
1 21 3: string
1 22 0: string
1 22 1: string
1 22 2: string
1 22 3: string
1 23 0: string
1 23 1: string
1 23 2: string
1 23 3: string
1 24 0: string
1 24 1: string
1 24 2: string
1 24 3: string
1 3 0: string
1 3 1: string
1 3 2: string
1 3 3: string
1 4 0: string
1 4 1: string
1 4 2: string
1 4 3: string
1 5 0: string
1 5 1: string
1 5 2: string
1 5 3: string
1 6 0: string
1 6 1: string
1 6 2: string
1 6 3: string
1 7 0: string
1 7 1: string
1 7 2: string
1 7 3:
...
: string
74 2 1: string
94 16 1: string
41 6 3: string
97 5 2: string
37 24 2: string
84 23 1: string
28 19 0: string
57 24 1: string
42 6 1: string
46 2 0: string
5 24 0: string
76 2 2: string
44 12 2: string
33 24 2: string
7 20 3: string
26 24 0: string
67 24 2: string
90 22 1: string
4 4 3: string
65 14 3: string
17 24 2: string
58 5 0: string
95 8 1: string
38 24 1: string
6 24 3: string
65 2 1: string
12 24 0: string
42 6 2: string
44 12 3: string
17 24 1: string
90 5 2: string
41 24 3: string
28 19 2: string
32 12 2: string
99 13 0: string
62 23 3: string
12 24 1: string
24 24 3: string
81 8 0: string
33 18 0: string
43 6 1: string
43 6 0: string
74 8 2: string
7 20 0: string
22 24 0: string
0 24 0: string
7 24 2: string
92 12 1: string
6 24 0: string
80 21 1: string
90 18 3: string
4 4 2: string
16 24 0: string
21 24 3: string
19 24 3: string
99 13 1: string
42 24 3: string
84 23 3: string
7 24 0: string
98 13 2: string
6 24 2: string
65 14 2: string
69 6 2: string
65 2 0: string
90 18 1: string
94 16 3: string
0 24 1: string
32 24 2: string
16 24 2: string
90 18 0: string
58 5 1: string
65 11 0: string
65 2 2: string
32 12 0: string
47 16 1: string
41 6 2: string
33 18 2: string
53 22 2: string
4 4 1: string
74 8 0: string
99 13 2: string
2 24 1: string
5 24 2: string
18 24 3: string
7 24 1: string
85 2 0: string
99 13 3: string
42 24 0: string
90 5 0: string
84 23 2: string
62 23 2: string
37 24 3: string
8 10 0: string
58 5 3: string
56 24 3: string
39 24 3: string
to
{'0 24 0': Value('string'), '0 24 1': Value('string'), '0 24 2': Value('string'), '0 24 3': Value('string'), '1 11 0': Value('string'), '1 11 1': Value('string'), '1 11 2': Value('string'), '1 11 3': Value('string'), '10 24 0': Value('string'), '10 24 1': Value('string'), '10 24 2': Value('string'), '10 24 3': Value('string'), '11 24 0': Value('string'), '11 24 1': Value('string'), '11 24 2': Value('string'), '11 24 3': Value('string'), '12 20 0': Value('string'), '12 20 1': Value('string'), '12 20 2': Value('string'), '12 20 3': Value('string'), '12 24 0': Value('string'), '12 24 1': Value('string'), '12 24 2': Value('string'), '12 24 3': Value('string'), '13 24 0': Value('string'), '13 24 1': Value('string'), '13 24 2': Value('string'), '13 24 3': Value('string'), '14 24 0': Value('string'), '14 24 1': Value('string'), '14 24 2': Value('string'), '14 24 3': Value('string'), '15 24 0': Value('string'), '15 24 1': Value('string'), '15 24 2': Value('string'), '15 24 3': Value('string'), '16 1 0': Value('string'), '16 1 1': Value('string'), '16 1 2': Value('string'), '16 1 3': Value('string'), '16 24 0': Value('string'), '16 24 1': Value('string'), '16 24 2': Value('string'), '16 24 3': Value('string'), '17 24 0': Value('string'), '17 24 1': Value('string'), '17 24 2': Value('string'), '17 24 3': Value('string'), '18 11 0': Value('string'), '18 11 1': Value('string'), '18 11 2': Value('string'), '18 11 3': Value('string'), '18 24 0': Value('string'), '18 24 1': Value('string'),
...
), '90 0 2': Value('string'), '90 0 3': Value('string'), '90 18 0': Value('string'), '90 18 1': Value('string'), '90 18 2': Value('string'), '90 18 3': Value('string'), '90 22 0': Value('string'), '90 22 1': Value('string'), '90 22 2': Value('string'), '90 22 3': Value('string'), '90 24 0': Value('string'), '90 24 1': Value('string'), '90 24 2': Value('string'), '90 24 3': Value('string'), '90 5 0': Value('string'), '90 5 1': Value('string'), '90 5 2': Value('string'), '90 5 3': Value('string'), '91 22 0': Value('string'), '91 22 1': Value('string'), '91 22 2': Value('string'), '91 22 3': Value('string'), '92 12 0': Value('string'), '92 12 1': Value('string'), '92 12 2': Value('string'), '92 12 3': Value('string'), '94 16 0': Value('string'), '94 16 1': Value('string'), '94 16 2': Value('string'), '94 16 3': Value('string'), '95 8 0': Value('string'), '95 8 1': Value('string'), '95 8 2': Value('string'), '95 8 3': Value('string'), '97 18 0': Value('string'), '97 18 1': Value('string'), '97 18 2': Value('string'), '97 18 3': Value('string'), '97 5 0': Value('string'), '97 5 1': Value('string'), '97 5 2': Value('string'), '97 5 3': Value('string'), '98 13 0': Value('string'), '98 13 1': Value('string'), '98 13 2': Value('string'), '98 13 3': Value('string'), '99 13 0': Value('string'), '99 13 1': Value('string'), '99 13 2': Value('string'), '99 13 3': Value('string'), '99 24 0': Value('string'), '99 24 1': Value('string'), '99 24 2': Value('string'), '99 24 3': Value('string')}
because column names don't matchNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
STQ basin map — 30,000 served cells
The basin map for three builds of LiquidAI/LFM2-8B-A1B: the F16 baseline and two
simulated quantization builds (levels7, stq2_0). Each cell is one generation from a
baseline sampling configuration, classified as loop / completion / short.
Simulated builds. These are F16 containers whose routed-expert tensors hold the format's reconstructed values — not real quantized models. Decode speed would measure F16.
Grid
100 temperatures (0.0 → 1.2) x 25 prompt variants (nsub 0 → 24) x 4 seeds = 10,000 cells
per arm, 30,000 total. Produced by a resident llama-server with 8 slots, one HTTP request
per cell.
Provenance
| input | value |
|---|---|
| base model | LFM2-8B-A1B-F16.gguf, sha1mib f7a0eca7197c29b8 |
| SIM-LV7 | sha256 0f32f3e36b48e5bdd99cbe5c0879ed2c47abe63e13df57ec3736169ad7f617dc |
| SIM-STQ2_0 | sha256 f0e1dbfb21f4796dce924fd93880067fa5951cbd7ae11b1058e30c23dbb6a1b6 |
| encoder | c_encoders.c → libenc.so 6e1973956e860142d62278ceaad52f96 |
| coverage | independently verified: exactly 66 of 256 tensors differ from base, all routed experts |
Known caveat — read before comparing texts
Cells were produced 8 at a time. Concurrency changes the sampling distribution: the top-5 logprobs of the first generated token shift by ~0.27 (argmax unchanged), and only 10 of 25 canary cells produced identical text alone vs batched.
Cell texts are therefore not bit-reproducible under loaded serving. Cell classifications appear to be — 25/25 in the canary. The boundary-population flip rate is being measured separately at 1 slot. Cite this dataset as "the basin under 8-slot serving" until that number lands.
Contents
basin_map_cells.tar.gz the run directory: cells/ (30,000 x .txt + .json), audit/, manifests
Per-cell .json sidecars carry full provenance: model sha, binary sha, git commit, prompt
sha, sampling parameters, wall time.
Archive sha256: 0c17f3606c8de77269c99f4bb6fc7808da8b9f4fa488b0d78a6cab1c1963b7b2
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