https://github.com/veldhub/veld_code__spacy

Code velds encapsulating usage of spaCy.
https://github.com/veldhub/veld_code__spacy

nlp spacy spacy-nlp

Last synced: 15 days ago
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Code velds encapsulating usage of spaCy.

• Host: GitHub
• URL: https://github.com/veldhub/veld_code__spacy
• Owner: veldhub
• License: mit
• Created: 2024-12-04T13:54:14.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2025-01-20T16:47:26.000Z (15 days ago)
• Last Synced: 2025-01-20T17:44:07.184Z (15 days ago)
• Topics: nlp, spacy, spacy-nlp
• Language: Python
• Homepage:
• Size: 55.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# ![veld chain](https://raw.githubusercontent.com/veldhub/.github/refs/heads/main/images/symbol_V_letter.png) veld_code__spacy

This repo contains several [code velds](https://zenodo.org/records/13322913) encapsulating usage 

of [spaCy](https://spacy.io/).

## requirements

- git

- docker compose (note: older docker compose versions require running `docker-compose` instead of 

  `docker compose`)

## how to use

A code veld may be integrated into a chain veld, or used directly by adapting the configuration 

within its yaml file and using the template folders provided in this repo. Open the respective veld 

yaml file for more information.

Run a veld with:

```

docker compose -f .yaml up

```

## contained code velds

**[./veld_convert.yaml](./veld_convert.yaml)**

Converts data to spacy docbin 

```

docker compose -f veld_convert.yaml up

```

**[./veld_create_config.yaml](./veld_create_config.yaml)**

Creates a spacy training configuration

```

docker compose -f veld_create_config.yaml up

```

**[./veld_train.yaml](./veld_train.yaml)**

Training setup

```

docker compose -f veld_train.yaml up

```

**[./veld_publish_to_hf.yaml](./veld_publish_to_hf.yaml)**

Publishes to huggingface

```

docker compose -f veld_publish_to_hf.yaml up

```