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updated link on pypi
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38 changes: 19 additions & 19 deletions README.md
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Expand Up @@ -23,23 +23,23 @@ From the [full list of models](https://docs.google.com/spreadsheets/d/14QplCdTCD

| sentence-BERT name | spacy model name | dimensions | language | STS benchmark | standalone install |
|----------------------------------------|--------------------|----------------------|------------|---------------|---------|
| `bert-base-nli-mean-tokens` | `en_bert_base_nli_mean_tokens` | 768 | en | 77.12 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_bert_base_nli_mean_tokens-0.1.0.tar.gz#en_bert_base_nli_mean_tokens-0.1.0` |
| `bert-base-nli-max-tokens` | `en_bert_base_nli_max_tokens` | 768 | en | 77.21 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_bert_base_nli_max_tokens-0.1.0.tar.gz#en_bert_base_nli_max_tokens-0.1.0` |
| `bert-base-nli-cls-token` | `en_bert_base_nli_cls_token` | 768 | en | 76.30 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_bert_base_nli_cls_token-0.1.0.tar.gz#en_bert_base_nli_cls_token-0.1.0` |
| `bert-large-nli-mean-tokens` | `en_bert_large_nli_mean_tokens` | 1024 | en | 79.19 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_bert_large_nli_mean_tokens-0.1.0.tar.gz#en_bert_large_nli_mean_tokens-0.1.0` |
| `bert-large-nli-max-tokens` | `en_bert_large_nli_max_tokens` | 1024 | en | 78.41 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_bert_large_nli_max_tokens-0.1.0.tar.gz#en_bert_large_nli_max_tokens-0.1.0` |
| `bert-large-nli-cls-token` | `en_bert_large_nli_max_tokens` | 1024 | en | 78.29 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_bert_large_nli_max_tokens-0.1.0.tar.gz#en_bert_large_nli_max_tokens-0.1.0` |
| `roberta-base-nli-mean-tokens` | `en_roberta_base_nli_mean_tokens` | 768 | en | 77.49 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_roberta_base_nli_mean_tokens-0.1.0.tar.gz#en_roberta_base_nli_mean_tokens-0.1.0` |
| `roberta-large-nli-mean-tokens` | `en_roberta_large_nli_mean_tokens` | 1024 | en | 78.69 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_roberta_large_nli_mean_tokens-0.1.0.tar.gz#en_roberta_large_nli_mean_tokens-0.1.0` |
| `distilbert-base-nli-mean-tokens` | `en_distilbert_base_nli_mean_tokens` | 768 | en | 76.97 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_distilbert_base_nli_mean_tokens-0.1.0.tar.gz#en_distilbert_base_nli_mean_tokens-0.1.0` |
| `bert-base-nli-stsb-mean-tokens` | `en_bert_base_nli_stsb_mean_tokens` | 768 | en | 85.14 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_bert_base_nli_stsb_mean_tokens-0.1.0.tar.gz#en_bert_base_nli_stsb_mean_tokens-0.1.0` |
| `bert-large-nli-stsb-mean-tokens` | `en_bert_large_nli_stsb_mean_tokens` | 1024 | en | 85.29 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_bert_large_nli_stsb_mean_tokens-0.1.0.tar.gz#en_bert_large_nli_stsb_mean_tokens-0.1.0` |
| `roberta-base-nli-stsb-mean-tokens` | `en_roberta_base_nli_stsb_mean_tokens` | 768 | en | 85.40 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_roberta_base_nli_stsb_mean_tokens-0.1.0.tar.gz#en_roberta_base_nli_stsb_mean_tokens-0.1.0` |
| `roberta-large-nli-stsb-mean-tokens` | `en_roberta_large_nli_stsb_mean_tokens` | 1024 | en | 86.31 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_roberta_large_nli_stsb_mean_tokens-0.1.0.tar.gz#en_roberta_large_nli_stsb_mean_tokens-0.1.0` |
| `distilbert-base-nli-stsb-mean-tokens` | `en_distilbert_base_nli_stsb_mean_tokens` | 768 | en | 84.38 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_distilbert_base_nli_stsb_mean_tokens-0.1.0.tar.gz#en_distilbert_base_nli_stsb_mean_tokens-0.1.0` |
| `distiluse-base-multilingual-cased` | `xx_distiluse_base_multilingual_cased` | 512 | Arabic, Chinese, Dutch, English, French, German, Italian, Korean, Polish, Portuguese, Russian, Spanish, Turkish | 80.10 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/xx_distiluse_base_multilingual_cased-0.1.0.tar.gz#xx_distiluse_base_multilingual_cased-0.1.0` |
| `xlm-r-base-en-ko-nli-ststb` | `xx_xlm_r_base_en_ko_nli_ststb` | 768 | en,ko | 81.47 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/xx_xlm_r_base_en_ko_nli_ststb-0.1.0.tar.gz#xx_xlm_r_base_en_ko_nli_ststb-0.1.0` |
| `xlm-r-large-en-ko-nli-ststb` | `xx_xlm_r_base_en_ko_nli_ststb` | 1024 | en,ko | 84.05 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/xx_xlm_r_base_en_ko_nli_ststb-0.1.0.tar.gz#xx_xlm_r_base_en_ko_nli_ststb-0.1.0` |
| `bert-base-nli-mean-tokens` | `en_bert_base_nli_mean_tokens` | 768 | en | 77.12 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_bert_base_nli_mean_tokens-0.1.1.tar.gz#en_bert_base_nli_mean_tokens-0.1.1` |
| `bert-base-nli-max-tokens` | `en_bert_base_nli_max_tokens` | 768 | en | 77.21 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_bert_base_nli_max_tokens-0.1.1.tar.gz#en_bert_base_nli_max_tokens-0.1.1` |
| `bert-base-nli-cls-token` | `en_bert_base_nli_cls_token` | 768 | en | 76.30 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_bert_base_nli_cls_token-0.1.1.tar.gz#en_bert_base_nli_cls_token-0.1.1` |
| `bert-large-nli-mean-tokens` | `en_bert_large_nli_mean_tokens` | 1024 | en | 79.19 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_bert_large_nli_mean_tokens-0.1.1.tar.gz#en_bert_large_nli_mean_tokens-0.1.1` |
| `bert-large-nli-max-tokens` | `en_bert_large_nli_max_tokens` | 1024 | en | 78.41 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_bert_large_nli_max_tokens-0.1.1.tar.gz#en_bert_large_nli_max_tokens-0.1.1` |
| `bert-large-nli-cls-token` | `en_bert_large_nli_max_tokens` | 1024 | en | 78.29 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_bert_large_nli_max_tokens-0.1.1.tar.gz#en_bert_large_nli_max_tokens-0.1.1` |
| `roberta-base-nli-mean-tokens` | `en_roberta_base_nli_mean_tokens` | 768 | en | 77.49 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_roberta_base_nli_mean_tokens-0.1.1.tar.gz#en_roberta_base_nli_mean_tokens-0.1.1` |
| `roberta-large-nli-mean-tokens` | `en_roberta_large_nli_mean_tokens` | 1024 | en | 78.69 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_roberta_large_nli_mean_tokens-0.1.1.tar.gz#en_roberta_large_nli_mean_tokens-0.1.1` |
| `distilbert-base-nli-mean-tokens` | `en_distilbert_base_nli_mean_tokens` | 768 | en | 76.97 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_distilbert_base_nli_mean_tokens-0.1.1.tar.gz#en_distilbert_base_nli_mean_tokens-0.1.1` |
| `bert-base-nli-stsb-mean-tokens` | `en_bert_base_nli_stsb_mean_tokens` | 768 | en | 85.14 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_bert_base_nli_stsb_mean_tokens-0.1.1.tar.gz#en_bert_base_nli_stsb_mean_tokens-0.1.1` |
| `bert-large-nli-stsb-mean-tokens` | `en_bert_large_nli_stsb_mean_tokens` | 1024 | en | 85.29 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_bert_large_nli_stsb_mean_tokens-0.1.1.tar.gz#en_bert_large_nli_stsb_mean_tokens-0.1.1` |
| `roberta-base-nli-stsb-mean-tokens` | `en_roberta_base_nli_stsb_mean_tokens` | 768 | en | 85.40 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_roberta_base_nli_stsb_mean_tokens-0.1.1.tar.gz#en_roberta_base_nli_stsb_mean_tokens-0.1.1` |
| `roberta-large-nli-stsb-mean-tokens` | `en_roberta_large_nli_stsb_mean_tokens` | 1024 | en | 86.31 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_roberta_large_nli_stsb_mean_tokens-0.1.1.tar.gz#en_roberta_large_nli_stsb_mean_tokens-0.1.1` |
| `distilbert-base-nli-stsb-mean-tokens` | `en_distilbert_base_nli_stsb_mean_tokens` | 768 | en | 84.38 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_distilbert_base_nli_stsb_mean_tokens-0.1.1.tar.gz#en_distilbert_base_nli_stsb_mean_tokens-0.1.1` |
| `distiluse-base-multilingual-cased` | `xx_distiluse_base_multilingual_cased` | 512 | Arabic, Chinese, Dutch, English, French, German, Italian, Korean, Polish, Portuguese, Russian, Spanish, Turkish | 80.10 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/xx_distiluse_base_multilingual_cased-0.1.1.tar.gz#xx_distiluse_base_multilingual_cased-0.1.1` |
| `xlm-r-base-en-ko-nli-ststb` | `xx_xlm_r_base_en_ko_nli_ststb` | 768 | en,ko | 81.47 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/xx_xlm_r_base_en_ko_nli_ststb-0.1.1.tar.gz#xx_xlm_r_base_en_ko_nli_ststb-0.1.1` |
| `xlm-r-large-en-ko-nli-ststb` | `xx_xlm_r_base_en_ko_nli_ststb` | 1024 | en,ko | 84.05 | `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/xx_xlm_r_base_en_ko_nli_ststb-0.1.1.tar.gz#xx_xlm_r_base_en_ko_nli_ststb-0.1.1` |


## Usage
Expand All @@ -51,7 +51,7 @@ import spacy_sentence_bert
nlp = spacy_sentence_bert.load_model('en_roberta_large_nli_stsb_mean_tokens')
```

Or if a specific standalone model is installed from GitHub (e.g., from the table above, `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.0/en_roberta_large_nli_stsb_mean_tokens-0.1.0.tar.gz#en_roberta_large_nli_stsb_mean_tokens-0.1.0`), you can load directly the model with the spaCy API:
Or if a specific standalone model is installed from GitHub (e.g., from the table above, `pip install https://github.com/MartinoMensio/spacy-sentence-bert/releases/download/v0.1.1/en_roberta_large_nli_stsb_mean_tokens-0.1.1.tar.gz#en_roberta_large_nli_stsb_mean_tokens-0.1.1`), you can load directly the model with the spaCy API:


```python
Expand Down Expand Up @@ -91,7 +91,7 @@ print(doc_1.similarity(doc_2[0:7]))

To build and upload
```bash
VERSION=0.1.0
VERSION=0.1.1
# build the standalone models (17)
./build_models.sh
# build the archive at dist/spacy_sentence_bert-${VERSION}.tar.gz
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2 changes: 1 addition & 1 deletion build_models.sh
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@@ -1,7 +1,7 @@
set -e


VERSION=0.1.0
VERSION=0.1.1

for MODEL_NAME in en_bert_base_nli_cls_token en_bert_base_nli_max_tokens en_bert_base_nli_mean_tokens \
en_bert_large_nli_mean_tokens en_bert_large_nli_max_tokens en_bert_large_nli_cls_token \
Expand Down
4 changes: 2 additions & 2 deletions setup.cfg
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@@ -1,8 +1,8 @@
[metadata]
version = 0.1.0
version = 0.1.1
description = SpaCy models for using sentence-BERT
description-file = README.md
url = https://github.com/MartinoMensio/spacy-sentence-berts
url = https://github.com/MartinoMensio/spacy-sentence-bert
author = Martino Mensio
author_email = martino.mensio@open.ac.uk

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4 changes: 2 additions & 2 deletions spacy_sentence_bert/meta/en_bert_base_nli_cls_token.json
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@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "bert_base_nli_cls_token",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
Expand Down
4 changes: 2 additions & 2 deletions spacy_sentence_bert/meta/en_bert_base_nli_max_tokens.json
Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "bert_base_nli_max_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
Expand Down
4 changes: 2 additions & 2 deletions spacy_sentence_bert/meta/en_bert_base_nli_mean_tokens.json
Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "bert_base_nli_mean_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
Expand Down
Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "bert_base_nli_stsb_mean_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
Expand Down
4 changes: 2 additions & 2 deletions spacy_sentence_bert/meta/en_bert_large_nli_cls_token.json
Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "bert_large_nli_cls_token",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
Expand Down
4 changes: 2 additions & 2 deletions spacy_sentence_bert/meta/en_bert_large_nli_max_tokens.json
Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "bert_large_nli_max_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
Expand Down
4 changes: 2 additions & 2 deletions spacy_sentence_bert/meta/en_bert_large_nli_mean_tokens.json
Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "bert_large_nli_mean_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
Expand Down
Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "bert_large_nli_stsb_mean_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
Expand Down
Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "distilbert_base_nli_mean_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
Expand Down
Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "distilbert_base_nli_stsb_mean_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
Expand Down
4 changes: 2 additions & 2 deletions spacy_sentence_bert/meta/en_roberta_base_nli_mean_tokens.json
Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "roberta_base_nli_mean_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
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Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "roberta_base_nli_stsb_mean_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
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Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "roberta_large_nli_mean_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
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Original file line number Diff line number Diff line change
@@ -1,15 +1,15 @@
{
"lang": "en",
"name": "roberta_large_nli_stsb_mean_tokens",
"version": "0.1.0",
"version": "0.1.1",
"spacy_version": ">=2.3,<2.4",
"description": "Wrapper of sentence-transformers models for spaCy",
"author": "Martino Mensio",
"email": "martino.mensio@open.ac.uk",
"url": "https://github.com/MartinoMensio/spacy-sentence-bert",
"license": "MIT",
"requirements": [
"spacy-sentence-bert==0.1.0"
"spacy-sentence-bert==0.1.1"
],
"sources": [{
"name": "sentence-transformers",
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