BERT Model Frameworks

Frameworks, toolkits, and implementations for training, fine-tuning, and extending BERT and BERT-variant models across different languages and domains. Does NOT include applications that use pre-trained BERT models (like search or classification tasks) or non-BERT transformer architectures.

There are 12 bert model frameworks tracked. The highest-rated is zhihu/cuBERT at 47/100 with 549 stars.

Get all 12 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	zhihu/cuBERT Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL	47	Emerging	549	C++
2	ThalesGroup/ConceptBERT Implementation of ConceptBert: Concept-Aware Representation for Visual...	41	Emerging	31	Python
3	dimitreOliveira/bert-as-a-service_TFX End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.	41	Emerging	43	Jupyter Notebook
4	kpi6research/Bert-as-a-Library Bert as a Library is a Tensorflow library for quick and easy training and...	32	Emerging	12	Python
5	Kvasirs/MILES MILES is a multilingual text simplifier inspired by LSBert - A BERT-based...	29	Experimental	50	Python
6	Statistical-Impossibility/Feline-Project Domain-adaptive NLP pipeline for feline veterinary NER using BERT	29	Experimental	5	Jupyter Notebook
7	SapienzaNLP/mosaico A multilingual open-text semantically annotated interlinked corpus	29	Experimental	7	Python
8	EngineeringSoftware/time-segmented-evaluation Code and data for "Impact of Evaluation Methodologies on Code Summarization"...	28	Experimental	10	Python
9	SirArthur7/Grammar-Error-Detection Detect or classify input sentences as grammatically correct or incorrect by...	20	Experimental	5	Jupyter Notebook
10	sirfindcent/skimlit Machine learning-powered app to classify abstract sentences into their...	20	Experimental	8	Jupyter Notebook
11	jrs-orellana/TextMineML TextMineML: End-to-end text mining of UPCH articles, scrapes abstracts,...	17	Experimental	5	Jupyter Notebook
12	Shubham37204/Skimlit Deep learning NLP project to classify ~200K+ PubMed abstract sentences into...	14	Experimental	—	Jupyter Notebook