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Suffering to make 'tars base Korean version'

2

I want to make a Korean base tars model that replaces 'tars-base-v8.pt' based on the Korean dataset and the Korean bert pretrained model on the huggingface. The train loss curve...

yspaik

UNK tag decrease f1-score

1

Hello, this is my first time posting ever i will try to be as precise as possible. i'm training a SequenceTagger model using flair 0.11.2 with 3 tags and i'm...

NicolasVautier

Slow inference using TARSClassifier base model on GPU

3

The inference time during evaluation using dev/test set is very slow. While training happens very fast as expected the evaluation time is too large for GPU. Running the same experiments...

akshaykekuda

Hello Everyone Fille is not found . ImportError: cannot import name 'Sentence' from 'flair.embeddings' (D:\POC-QUESGEN\AQGSAS-master\flair\embeddings\__init__.py)

adarsh-dikhit

Can't export ner-large to pth

1

**Describe the bug** Can't export `ner-large` model to pth, getting small file (19mb), but when I'm doing the same with `ner` model I'm getting 400+ mb pth file **To Reproduce**...

ledniy

RuntimeError: The expanded size of the tensor (514) must match the existing size (512) at non-singleton dimension 1. Target sizes: [8, 514]. Tensor sizes: [1, 512]

9

Hello, Can someone help me to solve this problem I am trying to train a ner model with BERT and BiLSTM+CRF 

elazzouzi1080

SentenceTransformerDocumentEmbeddings model in Spanish?

1

A clear and concise description of what you want to know. Hello, I am working on a project in Spanish, and I need to obtain the embeddings of some sentences...

fmafelipe

biaffine_model

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Using the biaffine model as decoder to solve the NER problem. The code based on the SequenceTagger model. But the accuracy and precision of the model is very bad， the...

87302380

Generate classification report

1

I have the model saved as a .pt file(model.pt), and I want to generate a classification report including the precision, recall, f1-score, and accuracy metrics. How can I get the...

bashayerm

How can I custom train my data in flair? and get the NER for my data using my labels.

1

I am currently working on an NLP project. It has news articles data that is unlabeled. So using the Flair Library of NLP, I need to perform NER on it....

krutik0204