AnonymousButt commited on
Commit
766b67a
·
verified ·
1 Parent(s): 2664c6c

Add preprocessed data

Browse files
Movies/nm/collab_emb.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3681d0d9ee52e0c41ae981b5d29d33b1309fcf20ec5ada9d32a367d637a61fd6
3
+ size 22081707
Movies/nm/img_emb.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:de2bc7b43636f50ea63f6fc1ba4cd336679af9e51162942b41bb6f28c0bc1039
3
+ size 66242716
Movies/nm/mappings.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1819440f7e89f65254c7a90abf77e732c0a1f38baeee819d55a620986088b4e9
3
+ size 344853
Movies/nm/mod_presence.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:83320b915ed987d169d51b41b3c4981dca5246d0e8a62b8744b746465d64e785
3
+ size 44277
Movies/nm/test.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f6d3a3842e080bad0907a1823a2483ef1fe4e38c6e526957e2a6db5514e15a1d
3
+ size 2333097
Movies/nm/train.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c6b0dce411fbd8d0281bbb6dc10440a33ff106687c3537f821505e9867fbb690
3
+ size 10196833
Movies/nm/txt_emb.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:85bfe63ab71241964a3e78eb7cb3cad8c835268f46712d2cfdffb3406c0a8253
3
+ size 66242716
Movies/nm/valid.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6de4148a296a02d52e76a95ab07324a10098323fc1a7806656d7135276236e91
3
+ size 2895267
README.md ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language:
3
+ - en
4
+ tags:
5
+ - recommendation
6
+ - multimodal
7
+ - sequential-recommendation
8
+ ---
9
+
10
+ # MoSID preprocessed data
11
+
12
+ Preprocessed item features and sequence splits for the Movies dataset in nm mode.
13
+
14
+ ## Layout
15
+
16
+ The files under `Movies/nm/` use the same contiguous item IDs. ID 0 is reserved for padding; valid item IDs are 1 through N.
17
+
18
+ | File | Content |
19
+ | --- | --- |
20
+ | txt_emb.pt | Text embedding tensor, shape [N+1, 768] |
21
+ | img_emb.pt | Visual embedding tensor, shape [N+1, 768] |
22
+ | collab_emb.pt | Collaborative embedding tensor, shape [N+1, 256] |
23
+ | mod_presence.pt | Boolean tensor, shape [N+1, 2], for text and visual availability |
24
+ | mappings.pkl | Mapping dictionary containing item2id |
25
+ | train.pkl | Training item_seqs and labels |
26
+ | valid.pkl | Validation item_seqs and labels |
27
+ | test.pkl | Test item_seqs and labels |
28
+
29
+ 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.
30
+
31
+ ## Integrity
32
+
33
+ `SHA256SUMS.txt` contains the SHA-256 hashes of the released data files.
34
+
35
+ ## Serialization
36
+
37
+ The `.pt` files contain PyTorch tensors. The `.pkl` files use Python pickle. Only load serialized files from a trusted source.
SHA256SUMS.txt ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 85bfe63ab71241964a3e78eb7cb3cad8c835268f46712d2cfdffb3406c0a8253 Movies/nm/txt_emb.pt
2
+ de2bc7b43636f50ea63f6fc1ba4cd336679af9e51162942b41bb6f28c0bc1039 Movies/nm/img_emb.pt
3
+ 3681d0d9ee52e0c41ae981b5d29d33b1309fcf20ec5ada9d32a367d637a61fd6 Movies/nm/collab_emb.pt
4
+ 83320b915ed987d169d51b41b3c4981dca5246d0e8a62b8744b746465d64e785 Movies/nm/mod_presence.pt
5
+ 1819440f7e89f65254c7a90abf77e732c0a1f38baeee819d55a620986088b4e9 Movies/nm/mappings.pkl
6
+ c6b0dce411fbd8d0281bbb6dc10440a33ff106687c3537f821505e9867fbb690 Movies/nm/train.pkl
7
+ 6de4148a296a02d52e76a95ab07324a10098323fc1a7806656d7135276236e91 Movies/nm/valid.pkl
8
+ f6d3a3842e080bad0907a1823a2483ef1fe4e38c6e526957e2a6db5514e15a1d Movies/nm/test.pkl