🪐 spaCy Project: la_senter
Code required to train spaCy-compatible sentence segmenter for Latin.
📋 project.yml
The project.yml defines the data assets required by the
project, as well as the available commands and workflows. For details, see the
spaCy projects documentation.
⏯ Commands
The following commands are defined by the project. They
can be executed using spacy project run [name].
Commands are only re-run if their inputs have changed.
| Command | Description |
|---|---|
assets |
Download assets |
preprocess |
Convert the data to spaCy's format |
load-vectors |
load floret vectors |
train |
Train senter |
evaluate |
Evaluate on the test data and save the metrics |
package |
Package the trained model so it can be installed |
document |
Document senter |
clean |
Remove intermediate files |
⏭ Workflows
The following workflows are defined by the project. They
can be executed using spacy project run [name]
and will run the specified commands in order. Commands are only re-run if their
inputs have changed.
| Workflow | Steps |
|---|---|
all |
assets → preprocess → load-vectors → train → evaluate → package → document → clean |
🗂 Assets
The following assets are defined by the project. They can
be fetched by running spacy project assets
in the project directory.
| File | Source | Description |
|---|---|---|
assets/treebanks/UD_Latin-Perseus |
Git | |
assets/treebanks/UD_Latin-PROIEL |
Git | |
assets/treebanks/UD_Latin-ITTB |
Git | |
assets/treebanks/UD_Latin-LLCT |
Git | |
assets/treebanks/UD_Latin-UDante |
Git |
Install
- To install the current version...
pip install https://huggingface.co/diyclassics/la_senter/resolve/main/la_senter-0.3.0/dist/la_senter-0.3.0.tar.gz
Current version
| Feature | Description |
|---|---|
| Name | la_senter |
| Version | 0.3.0 |
| spaCy | >=3.4.2,<3.6.0 |
| Default Pipeline | senter |
| Components | senter |
| Vectors | -1 keys, 50000 unique vectors (300 dimensions) |
| Sources | UD_Latin-Perseus UD_Latin-PROIEL UD_Latin-ITTB UD_Latin-LLCT UD_Latin-UDante |
| License | MIT |
| Author | Patrick J. Burns |
Accuracy
| Type | Score |
|---|---|
SENTS_F |
99.55 |
SENTS_P |
99.45 |
SENTS_R |
99.65 |
SENTER_LOSS |
4029.93 |