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yes/no -> ✅/❌
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menshikh-iv committed Jun 18, 2018
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Showing 1 changed file with 7 additions and 7 deletions.
14 changes: 7 additions & 7 deletions gensim/models/keyedvectors.py
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+---------------------------+--------------+------------+-------------------------------------------------------------+
| capability | KeyedVectors | full model | note |
+---------------------------+--------------+------------+-------------------------------------------------------------+
| continue training vectors | no | yes | You need the full model to train or update vectors. |
| continue training vectors | | | You need the full model to train or update vectors. |
+---------------------------+--------------+------------+-------------------------------------------------------------+
| smaller objects | yes | no | KeyedVectors are smaller and need less RAM, because they |
| smaller objects | | ❌ | KeyedVectors are smaller and need less RAM, because they |
| | | | don't need to store the model state that enables training. |
+---------------------------+--------------+------------+-------------------------------------------------------------+
| save/load from native | | | Vectors exported by the Facebook and Google tools |
| fasttext/word2vec format | yes | no | do not support further training, but you can still load |
| fasttext/word2vec format | | ❌ | do not support further training, but you can still load |
| | | | them into KeyedVectors. |
+---------------------------+--------------+------------+-------------------------------------------------------------+
| append new vectors | yes | yes | Add new entity-vector entries to the mapping dynamically. |
| append new vectors | | ✅ | Add new entity-vector entries to the mapping dynamically. |
+---------------------------+--------------+------------+-------------------------------------------------------------+
| concurrency | yes | yes | Thread-safe, allows concurrent vector queries. |
| concurrency | | ✅ | Thread-safe, allows concurrent vector queries. |
+---------------------------+--------------+------------+-------------------------------------------------------------+
| shared RAM | yes | yes | Multiple processes can re-use the same data, keeping only |
| shared RAM | | ✅ | Multiple processes can re-use the same data, keeping only |
| | | | a single copy in RAM using |
| | | | `mmap <https://en.wikipedia.org/wiki/Mmap>`_. |
+---------------------------+--------------+------------+-------------------------------------------------------------+
| fast load | yes | yes | Supports `mmap <https://en.wikipedia.org/wiki/Mmap>`_ |
| fast load | | ✅ | Supports `mmap <https://en.wikipedia.org/wiki/Mmap>`_ |
| | | | to load data from disk instantaneously. |
+---------------------------+--------------+------------+-------------------------------------------------------------+
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