Dataset Viewer
Auto-converted to Parquet Duplicate
seed
int64
test
list
val
list
train
list
20,260,711
[ "1000030", "1029780", "1030830", "1034140", "1049410", "1054490", "1063420", "1066890", "1082680", "1084160", "1084640", "1087760", "1097130", "1097150", "1113570", "1118310", "1123450", "1123770", "1139900", "1143810", "1144200", "1148590", "1150530", "1150760", "115...
[ "1003590", "1016950", "1030840", "1041920", "1049590", "1061910", "1063660", "1067540", "1072040", "1088790", "1090630", "1127500", "1135300", "1138660", "1145350", "1145960", "1147860", "1150440", "1150950", "1153640", "1157220", "1157390", "1158850", "1161580", "116...
[ "1000360", "1000410", "1029690", "1030210", "1035120", "1040070", "1042490", "1043810", "1045720", "1049890", "1057090", "1057750", "1060230", "1062110", "1062520", "1062810", "1063730", "1065310", "1069530", "1069640", "1073910", "1076200", "1082430", "1084600", "108...

latenarray-I2CE data cache

These are the precomputed tensors that the w9 workers of the I-CE code release (contrast_experiment/w9/Pod/w9_cv_worker.py, w9_a100_worker.py) read from their --data-dir. Download the whole folder, rebuild the full pool, and pass the folder as --data-dir:

hf download chironYu/latenarray-i2ce-data --repo-type dataset --local-dir latenarray-i2ce-data
cd latenarray-i2ce-data && python join_full_pool.py

full_pool_fp16.npy (150.1 GB) is stored as four byte parts under 50 GB each, full_pool_fp16.npy.part00 to part03. join_full_pool.py concatenates them, checks the result against SHA256SUMS and deletes the parts (--keep-parts keeps them).

The corpus covers 2,020 Steam games released 2020 to 2024: 6,649,325 reviews and 73,289,517 sentences. Every sentence is embedded once with Qwen/Qwen3-Embedding-0.6B (1,024-d, last-token pooling, no instruction prefix, not normalized) and stored as float16. The repository holds no review text, only vectors, offsets and identifiers.

File Contents
full_pool_fp16.npy All 73,289,517 sentence vectors, [73289517, 1024] float16 (139.8 GiB). Training views are drawn from it (--full-pool); the 4,096-sentence evaluation draws read it as well
full_pool_meta.npz game_names (2,020), game_review_offsets (2,021), review_offsets (6,649,326): game g owns reviews game_review_offsets[g]:[g+1], review r owns sentence rows review_offsets[r]:[r+1]
wscan_pool_rev.npy The 2,048-sentence review pool per game, [2020, 2048, 1024] float16; anchor packs above 512 sentences are rebuilt from it
wscan_pool_rev_len.npy, wscan_pool_rev_rid.npy Pool lengths and review ids
wscan_gal_rev.npz, wscan_gal_rev_g1024.npz, wscan_gal_rev_g4096.npz Prebuilt anchor galleries at 512, 1,024 and 4,096 sentences (the 4,096 one is a single draw used by the fixed-split worker)
games.npz Game names and per-game assets
wiki_eval.npz, wiki_eval_split.json The 814-game wiki evaluation universe and its split (seed 20260711)
wiki_clean_views.npz, wiki_llm_views.npz, sp_raw_views.npz Document views: cleaned Wikipedia, LLM rewrites, store pages
ss_queries_rev.npz, ss_queries_rev_S.npy Evaluation queries and their sentence vectors
tag_labels.npz, _tag_splitM.json Tag labels (23 coarse classes) and the tag-probe split
Downloads last month
26