- spaCy Tutorial
- spaCy - Home
- spaCy - Introduction
- spaCy - Getting Started
- spaCy - Models and Languages
- spaCy - Architecture
- spaCy - Command Line Helpers
- spaCy - Top-level Functions
- spaCy - Visualization Function
- spaCy - Utility Functions
- spaCy - Compatibility Functions
- spaCy - Containers
- Doc Class ContextManager and Property
- spaCy - Container Token Class
- spaCy - Token Properties
- spaCy - Container Span Class
- spaCy - Span Class Properties
- spaCy - Container Lexeme Class
- Training Neural Network Model
- Updating Neural Network Model
- spaCy Useful Resources
- spaCy - Quick Guide
- spaCy - Useful Resources
- spaCy - Discussion
spaCy - Init Model
Like spacy model command in version 1.x, Init model command is used to create a new model directory from raw data such as Brown clusters and word vectors.
The Init model command is as follows −
python -m spacy init-model [lang] [output_dir] [--jsonl-loc] [--vectors-loc][--prune-vectors]
Arguments
The table below explains its arguments −
| ARGUMENT | TYPE | DESCRIPTION |
|---|---|---|
| lang | positional | It represents the model language ISO code. For example, en. |
| output_dir | positional | This argument represents the model output directory. It will be created if it does not already exist. |
| --jsonl-loc, -j | option | It represents an optional location of JSONL-formatted vocabulary file with the lexical attributes. |
| --vectors-loc, -v | option | It represents an optional location of vectors. It should be a file where, the first row contains the dimensions of the vectors and followed by a space-separated Word2Vec table. The file can be provided either in .txt format or as a zipped text file in .zip or .tar.gz format. |
| --truncate-vectors, -t | option | Introduced in version 2.3, represents the number of vectors to truncate to when reading in vectors file. The default value is 0 indicates no truncation. |
| --prune-vectors, -V | option | This argument represents the number of vectors to prune the vocabulary to. The default value is -1 indicates no pruning. |
| --vectors-name, -vn | option | It is the name that is to be assigned to the word vectors in the meta.json. For example, en_core_web_md.vectors. |
| --omit-extra-lookups, -OEL | flag | Introduced in version 2.3, it will omit any of the extra lookups tables (cluster/prob/sentiment) from spacy-lookups-data in the model. |
spacy_command_line_helpers.htm
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