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# ❓ Questions & Help
i was using this notebook : https://www.kaggle.com/theoviel/bert-pytorch-huggingface-with-tpu-multiprocessing
to finetune huggingface’s xlm roberta base model on jigsaw mul…
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**Describe the bug**
When I run `reader = FARMReader(model_name_or_path="deepset/xlm-roberta-large-squad2")`, the reader correctly loads.
When I run `reader = FARMReader(model_name_or_path="./xlm-ro…
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## 📌 요약
**BM25 99% 만들기!**
- 현재 세팅에서 topk 늘려 보기: 10,000이 되어야 99%에 가까워짐
- Tfidf Vectorizer parameter들 바꿔보기:
- `max_feature` 없앴더니 성능 급 향상! k=50에서 94.17%, k=99에서 96.67%
- `tokenizer` 바꿔보기
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## Environment data
- Language Server version: 2021.5.2-pre.1
- OS and version: Windows
- Python version (& distribution if applicable, e.g. Anaconda): Anaconda
## Actual behavio…
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## Environment info
- transformers` version: 4.2.1
- Platform: Linux-4.19.112+-x86_64-with-Ubuntu-18.04-bionic
- Python version: 3.6.9
- PyTorch version (GPU?): 1.7.0+cu101 (False)
- Tensorflow…
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Hi
I have been trying to use roberta-med for fillmask
`
nlp = pipeline("fill-mask", model="allenai/biomed_roberta_base", tokenizer="allenai/biomed_roberta_base")`
However , I get this
**Model …
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## Environment info
- `transformers` version: 4.10.0 (currently master)
- Platform: TPU VM3.8 -- Ubuntu 20.04.2 LTS
- Python version: 3.8.10
- PyTorch version (GPU?): XLA - 1.8.1
- Tensorflo…
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Could you share the vocab file that for xlm_roberta_base? We are trying to convert Id to tokens. Thank you.
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## 🚀 Feature
### Motivation
From several experiments, DDP on NCCL backend
* NCCL_NSOCKS_PERTHREAD (https://docs.nvidia.com/deeplearning/nccl/user-guide/docs/env.html#nccl-nsocks-perthread)
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Hello,
I trying to get masked words predictions for languages except English with Roberta or XLM Roberta.
```
from transformers import pipeline
nlp = pipeline("fill-mask", model="roberta-base"…