spaCy/website/models/comparison.jade

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//- 💫 DOCS > MODELS > COMPARISON
include ../_includes/_mixins
p
| This experimental tool helps you compare spaCy's statistical models
| by features, accuracy and speed. This can be especially useful to get an
| idea of the trade-offs between larger and smaller models of the same
| type. For example, #[code lg] models tend to be more accurate than
| the corresponding #[code sm] versions but they're often significantly
| larger in file size and memory usage.
- TPL = "compare"
+grid.o-box
for i in [1, 2]
+grid-col("half", "no-gutter")
label.u-heading.u-text-label.u-text-center.u-color-theme(for="model#{i}") Model #{i}
.o-field.o-grid.o-grid--vcenter.u-padding-small
select.o-field__select.u-text-small(id="model#{i}" data-tpl=TPL data-tpl-key="model#{i}")
option(selected="" disabled="" value="") Select model...
for models, _ in MODELS
for model in models
option(value=model)=model
div(data-tpl=TPL data-tpl-key="error")
+infobox
| Unable to load model details and accuracy figures from GitHub to
| compare the models. For details of the individual models, see the
| overview of the
| #[+a(gh("spacy-models") + "/releases") latest model releases].
div(data-tpl=TPL data-tpl-key="result" hidden="")
+chart("compare_accuracy", 350)
+aside-code("Download", "text")
for i in [1, 2]
span(data-tpl=TPL data-tpl-key="download#{i}")
+table.o-block-small(data-tpl=TPL data-tpl-key="table")
+row("head")
+head-cell
for i in [1, 2]
+head-cell(style="width: 40%")
a(data-tpl=TPL data-tpl-key="link#{i}")
code(data-tpl=TPL data-tpl-key="table-head#{i}" style="text-transform: initial; font-weight: normal")
for label, id in {lang: "Language", type: "Type", genre: "Genre"}
+row
+cell #[+label=label]
for i in [1, 2]
+cell(data-tpl=TPL data-tpl-key="#{id}#{i}") n/a
for label in ["Version", "Size", "Pipeline", "Vectors", "Sources", "Author", "License"]
- var field = label.toLowerCase()
2017-11-02 22:04:13 +03:00
if field == "vectors"
- field = "vecs"
+row
+cell.u-nowrap
+label=label
if MODEL_META[field]
| #[+help(MODEL_META[field]).u-color-subtle]
for i in [1, 2]
+cell
span(data-tpl=TPL data-tpl-key=field + i) #[em n/a]
+row
+cell #[+label Description]
for i in [1, 2]
+cell.u-text-tiny(data-tpl=TPL data-tpl-key="desc#{i}") n/a
for benchmark, _ in MODEL_BENCHMARKS
- var counter = 0
for label, field in benchmark
+row((counter == 0) ? "divider" : null)
+cell.u-nowrap
+label=label
if MODEL_META[field]
| #[+help(MODEL_META[field]).u-color-subtle]
for i in [1, 2]
+cell
span(data-tpl=TPL data-tpl-key=field + i) n/a
- counter++