├── Models └── Readme.txt └── README.md /Models/Readme.txt: -------------------------------------------------------------------------------- 1 | This folder contains Doc2Vec models trained with latest wikidumps. 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Pretrained Wikipedia Doc2Vec Models 2 | A pretrained Wikipedia Doc2Vec models repository. No one did this, so I do. 3 | # Download links 4 | Trained with 2020-05-01 Wikipedia dump. The model is not trimmed, which means it can be loaded and able to further train to fit specific purposes. 5 | ### DBOW models 6 | >Individual files 7 | 8 | [doc2vec_wiki_d300_n5_w8_mc50_t12_e10_dbow.model](https://drive.google.com/open?id=1e5Q03sfGMu8lG85PJx-NF4i26EVEKmtD) 9 | [doc2vec_wiki_d300_n5_w8_mc50_t12_e10_dbow.model.docvecs.vectors_docs.npy](https://drive.google.com/open?id=10wKUjzJ1T_y5uiRMLQa6BsjundhKSrp1) 10 | [doc2vec_wiki_d300_n5_w8_mc50_t12_e10_dbow.model.trainables.syn1neg.npy](https://drive.google.com/open?id=1pYyhoAm9bSjpSFOsgSgAHLHaJLuT4fqk) 11 | [doc2vec_wiki_d300_n5_w8_mc50_t12_e10_dbow.model.wv.vectors.npy](https://drive.google.com/open?id=1nfO61HRpb4TajnvexeMRfh2r3IcPXEYV) 12 | >All in one package 13 | 14 | [doc2vec_wiki_20200501_d300_n5_w8_mc50_t12_e10_dbow](https://drive.google.com/open?id=139ND0Zpu-mBKfMjLgKETnpvh7LtJrZrE) 15 | ### DM models 16 | To be added 17 | ### Training console specs 18 | -CPU: i7-5820K @ 3.30GHz 19 | 20 | -RAM: 32GB 21 | 22 | -OS: Windows 10 64-bit 23 | 24 | -Training time: **2d 6min 24s** 25 | --------------------------------------------------------------------------------