explosion spaCy Help-best-practices Discussions
Help: Best practices Discussions
Discuss best practices, tips and tricks
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You must be logged in to vote Training with BERT Transformers
gpuUsing spaCy on GPU perf / memoryPerformance: memory use feat / transformerFeature: Transformer -
You must be logged in to vote Out of memory when using NER model
perf / memoryPerformance: memory use v2spaCy v2.x -
You must be logged in to vote French lemmatizer lemmatizes differently
lang / frExpliquezandexpliquezFrench language data and models feat / lemmatizerFeature: Rule-based and lookup lemmatization -
You must be logged in to vote MemoryError while reading a document using NLP.pipe(text, disable=["tagger", "parser"]
usageGeneral spaCy usage perf / memoryPerformance: memory use resolvedThe issue was addressed / answered -
You must be logged in to vote displacy don't show any graph
feat / visualizersFeature: Built-in displaCy and other visualizers -
You must be logged in to vote Difference between model-best and model-last
trainingTraining and updating models -
You must be logged in to vote Ingest Large File of Training Data to Create Doc
feat / serializeFeature: Serialization, saving and loading -
You must be logged in to vote How to improve POS tagging and lemmatizing?
feat / taggerFeature: Part-of-speech tagger perf / accuracyPerformance: accuracy -
You must be logged in to vote Spacy V3 French transformer pipeline (NER)
lang / frFrench language data and models feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote How to find best abbreviation for sentence
feat / vectorsFeature: Word vectors and similarity feat / docFeature: Doc, Span and Token objects -
Read First: FAQ / Common Issues / Troubleshooting Guide
metaMeta topics, e.g. repo organisation and issue management faqFrequently asked questions and solutions. -
You must be logged in to vote Huge variance in F1 results using the same spaCy config, data, and fixed seed=0
feat / transformerFeature: Transformer reproducibilityConsistency, reproducibility, determinism, and randomness -
You must be logged in to vote Best practices of converting multiple .json files
feat / trainingFeature: Training utils, Example, Corpus and converters -
You must be logged in to vote PyTorch GPT and Textcat
feat / transformerFeature: Transformer -
You must be logged in to vote Floret vectors on spacy 3.5
feat / vectorsFeature: Word vectors and similarity -
You must be logged in to vote Can I delete Vocab entries without reloading the whole model ?
perf / memoryPerformance: memory use -
You must be logged in to vote Custom NER for new entities - Model differences and NER details
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote What is the fastest way to update the NER model once we get new data
usageGeneral spaCy usage trainingTraining and updating models resolvedThe issue was addressed / answered -
You must be logged in to vote ✘ Config validation error
usageGeneral spaCy usage feat / configFeature: Training config -
You must be logged in to vote best practises for extend a spacy language model
usageGeneral spaCy usage feat / pipelineFeature: Processing pipeline and components -
You must be logged in to vote Best practices for entity linker pipeline
usageGeneral spaCy usage feat / nelFeature: Named Entity linking resolvedThe issue was addressed / answered -
You must be logged in to vote Fine-tune a transformer on mps?
feat / transformerFeature: Transformer plat / m1Apple M1 architecture support -
You must be logged in to vote Force NER model to output only one entity
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Course, Chapter 3, entities in 7) Complex components
docsDocumentation and website feat / docFeature: Doc, Span and Token objects -
You must be logged in to vote Exact behavior of different batcher settings.
feat / trainingFeature: Training utils, Example, Corpus and converters
