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Copyright 2020 The HuggingFace Team. All rights reserved. | |
Licensed under the Apache License, Version 2.0 (the "License"); | |
you may not use this file except in compliance with the License. | |
You may obtain a copy of the License at | |
http://www.apache.org/licenses/LICENSE-2.0 | |
Unless required by applicable law or agreed to in writing, software | |
distributed under the License is distributed on an "AS IS" BASIS, | |
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
See the License for the specific language governing permissions and | |
limitations under the License. | |
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Setup transformers following instructions in README.md, (I would fork first). | |
```bash | |
git clone git@github.com:huggingface/transformers.git | |
cd transformers | |
pip install -e . | |
pip install pandas GitPython wget | |
``` | |
Get required metadata | |
``` | |
curl https://cdn-datasets.huggingface.co/language_codes/language-codes-3b2.csv > language-codes-3b2.csv | |
curl https://cdn-datasets.huggingface.co/language_codes/iso-639-3.csv > iso-639-3.csv | |
``` | |
Install Tatoeba-Challenge repo inside transformers | |
```bash | |
git clone git@github.com:Helsinki-NLP/Tatoeba-Challenge.git | |
``` | |
To convert a few models, call the conversion script from command line: | |
```bash | |
python src/transformers/models/marian/convert_marian_tatoeba_to_pytorch.py --models heb-eng eng-heb --save_dir converted | |
``` | |
To convert lots of models you can pass your list of Tatoeba model names to `resolver.convert_models` in a python client or script. | |
```python | |
from transformers.convert_marian_tatoeba_to_pytorch import TatoebaConverter | |
resolver = TatoebaConverter(save_dir='converted') | |
resolver.convert_models(['heb-eng', 'eng-heb']) | |
``` | |
### Upload converted models | |
Since version v3.5.0, the model sharing workflow is switched to git-based system . Refer to [model sharing doc](https://huggingface.co/transformers/main/model_sharing.html#model-sharing-and-uploading) for more details. | |
To upload all converted models, | |
1. Install [git-lfs](https://git-lfs.github.com/). | |
2. Login to `transformers-cli` | |
```bash | |
huggingface-cli login | |
``` | |
3. Run the `upload_models` script | |
```bash | |
./scripts/tatoeba/upload_models.sh | |
``` | |
### Modifications | |
- To change naming logic, change the code near `os.rename`. The model card creation code may also need to change. | |
- To change model card content, you must modify `TatoebaCodeResolver.write_model_card` | |