explosion spaCy Help Model Advice · Discussions · GitHub

Sort by: Latest activity

Help: Model Advice Discussions

Understanding a model's predictions and improving accuracy

You must be logged in to vote

How to improve GPU memory usage of SpanCat
gpu Using spaCy on GPU perf / memory Performance: memory use feat / spancat Feature: Span Categorizer
delucca asked Apr 11, 2023 in Help: Model Advice · Answered

4
You must be logged in to vote

Reusing transformer weights for custom NER leads to bad performance
feat / transformer Feature: Transformer
cuihaoleo asked Mar 9, 2023 in Help: Model Advice · Answered

3
You must be logged in to vote

Zero score for Spancat - debug data looks to be fine
feat / cli Feature: Command-line interface feat / spancat Feature: Span Categorizer
goonhoon asked Mar 13, 2023 in Help: Model Advice · Answered

11
You must be logged in to vote

Some problematic postag predictions of spacy - when there is punctuation
feat / tagger Feature: Part-of-speech tagger
dicleozturk asked Mar 28, 2023 in Help: Model Advice · Answered

1
You must be logged in to vote

Unexpected textcat cat scores
feat / textcat Feature: Text Classifier
python3Berg asked Mar 21, 2023 in Help: Model Advice · Unanswered

1
You must be logged in to vote

Retrain model
training Training and updating models
naveenkumarjallu2 asked Mar 28, 2023 in Help: Model Advice · Answered

1
You must be logged in to vote

Model is predicting extra labels?
models Issues related to the statistical models
siennathesane asked Mar 23, 2023 in Help: Model Advice · Answered

2
You must be logged in to vote

Is it possible to use GPT2 model in spacy?
enhancement Feature requests and improvements
NirbhayMishra1603 asked Mar 24, 2023 in Help: Model Advice · Closed · Unanswered

0
You must be logged in to vote

Can't find GPU for model training on Paperspace P4000
install Installation issues gpu Using spaCy on GPU
afriedman412 asked Mar 13, 2023 in Help: Model Advice · Closed · Answered

4
You must be logged in to vote

Wrong pos_ for "BATATA"
feat / tagger Feature: Part-of-speech tagger perf / accuracy Performance: accuracy
mbyalsky-r7 asked Mar 13, 2023 in Help: Model Advice · Closed · Answered

1
You must be logged in to vote

puzzled by results processing a project guternberg text
feat / ner Feature: Named Entity Recognizer
mister-elliott asked Mar 7, 2023 in Help: Model Advice · Answered

4
You must be logged in to vote

Training transformer model goes from score 0.97 to ZERO
bug Bugs and behaviour differing from documentation feat / ner Feature: Named Entity Recognizer perf / memory Performance: memory use feat / training Feature: Training utils, Example, Corpus and converters feat / transformer Feature: Transformer
mbrunecky asked Feb 18, 2023 in Help: Model Advice · Unanswered

3
You must be logged in to vote

Review of legal documents in PDF - suggestion needed.
usage General spaCy usage
DoubleCortado asked Mar 3, 2023 in Help: Model Advice · Answered

1
You must be logged in to vote

Textcat model has extremely low score on predictions - too little sample (19 categories, 5400 rows).
feat / textcat Feature: Text Classifier perf / accuracy Performance: accuracy
goonhoon asked Mar 4, 2023 in Help: Model Advice · Answered

2
You must be logged in to vote

NER on whole paragraphs, instead of just keywords
feat / ner Feature: Named Entity Recognizer feat / spancat Feature: Span Categorizer
goonhoon asked Mar 2, 2023 in Help: Model Advice · Answered

5
You must be logged in to vote

Inconsistent model training across different computers
feat / ner Feature: Named Entity Recognizer reproducibility Consistency, reproducibility, determinism, and randomness
GK-Matias asked Dec 1, 2022 in Help: Model Advice · Answered

12
You must be logged in to vote

Training a model for multiple tasks on a dataset with missing values
training Training and updating models feat / ner Feature: Named Entity Recognizer feat / tagger Feature: Part-of-speech tagger feat / lemmatizer Feature: Rule-based and lookup lemmatization feat / transformer Feature: Transformer
emiltj asked Feb 20, 2023 in Help: Model Advice · Answered

11
You must be logged in to vote

Performance by named entity category of spacy/en_core_web_trf
docs Documentation and website perf / accuracy Performance: accuracy
exfalsoquodlibet asked Feb 21, 2023 in Help: Model Advice · Answered

2
You must be logged in to vote

Huge losses while Training Spacy Custom Model
feat / ner Feature: Named Entity Recognizer feat / training Feature: Training utils, Example, Corpus and converters
Pravin770 asked Feb 15, 2023 in Help: Model Advice · Answered

7
You must be logged in to vote

LOSS is skyrocketing when trying to train a NER classifier with transformers
feat / ner Feature: Named Entity Recognizer lang / uk Ukrainian language data and models feat / transformer Feature: Transformer
dchaplinsky asked Aug 30, 2021 in Help: Model Advice · Answered

27
You must be logged in to vote

Need help understanding results from text_categorizer
third-party Third-party packages and services feat / textcat Feature: Text Classifier
thomasdhuw asked Feb 15, 2023 in Help: Model Advice · Answered

2
You must be logged in to vote

Cant figure out why my model is not accurate
training Training and updating models more-info-needed This issue needs more information perf / accuracy Performance: accuracy
hmmonotone asked Feb 14, 2023 in Help: Model Advice · Unanswered

7
You must be logged in to vote

Does it make sense to change the # hidden layers of a pretrained transformer?
feat / training Feature: Training utils, Example, Corpus and converters feat / transformer Feature: Transformer
bhartm3 asked Feb 9, 2023 in Help: Model Advice · Answered

1
You must be logged in to vote

Training NER model with a frozen transformer
feat / ner Feature: Named Entity Recognizer feat / training Feature: Training utils, Example, Corpus and converters feat / transformer Feature: Transformer
cjer asked Feb 8, 2023 in Help: Model Advice · Answered

3
You must be logged in to vote

Model training using M1 metal gpu.
gpu Using spaCy on GPU plat / m1 Apple M1 architecture support
Anand195 asked Feb 7, 2023 in Help: Model Advice · Answered

4