Dataset Viewer

The dataset viewer is not available because its heuristics could not detect any supported data files. You can try uploading some data files, or configuring the data files location manually.

MoSID preprocessed data

Preprocessed item features and sequence splits for the Movies dataset in nm mode.

Layout

The files under Movies/nm/ use the same contiguous item IDs. ID 0 is reserved for padding; valid item IDs are 1 through N.

File Content
txt_emb.pt Text embedding tensor, shape [N+1, 768]
img_emb.pt Visual embedding tensor, shape [N+1, 768]
collab_emb.pt Collaborative embedding tensor, shape [N+1, 256]
mod_presence.pt Boolean tensor, shape [N+1, 2], for text and visual availability
mappings.pkl Mapping dictionary containing item2id
train.pkl Training item_seqs and labels
valid.pkl Validation item_seqs and labels
test.pkl Test item_seqs and labels

Place the Movies directory under datasets/amazon/ in the MoSID source repository. Semantic IDs and codebook weights are generated by the Stage 1 training and export commands provided in the source repository.

Integrity

SHA256SUMS.txt contains the SHA-256 hashes of the released data files.

Serialization

The .pt files contain PyTorch tensors. The .pkl files use Python pickle. Only load serialized files from a trusted source.

Downloads last month
35