# High Precision F1

Xlmr Large Toxicity Classifier V2
A binary toxicity classifier fine-tuned on xlm-roberta-large, supporting toxicity detection in 15 languages
Text Classification Transformers Supports Multiple Languages
X
textdetox
850
1
Math Fasttext Classifier
MIT
A fasttext-based text classifier for categorizing text into mathematical or non-mathematical classes, suitable for LLM pre-training data organization
Text Classification English
M
kenhktsui
124
1
Beit Base Image Orientation Fixer
Apache-2.0
Image orientation correction model based on SwinV2 architecture for automatic detection and correction of image orientation
Image Classification Transformers
B
amaye15
548
1
Topic Govt Regulation
A text classifier fine-tuned based on RoBERTa-large, specifically designed to determine whether news articles involve government regulation topics.
Text Classification Transformers English
T
dell-research-harvard
15
2
Fine Tuned Rvl Cdip
A fine-tuned version of the microsoft/layoutlmv3-base model for document image classification tasks, achieving an F1 score of 0.8177 on the evaluation set
Text Recognition Transformers
F
davidhajdu
21
1
Symptom To Diagnosis
Apache-2.0
A medical symptom diagnosis classification model fine-tuned based on bert-base-cased, used to predict 22 possible diagnoses from symptom descriptions
Text Classification Transformers English
S
Zabihin
594
13
Xlm Roberta Large Manifesto
MIT
A fine-tuned xlm-roberta-large model based on multilingual training data for zero-shot text classification, using the Manifesto Project coding scheme.
Text Classification Transformers Other
X
poltextlab
124
0
Wav2vec2 Large Xlsr 53 Gender Recognition Librispeech
Apache-2.0
Gender recognition model fine-tuned on Librispeech-clean-100 dataset, achieving an F1 score of 0.9993 on the test set
Audio Classification Transformers
W
alefiury
182.33k
42
Arabicner Wojood
MIT
Wojood is a corpus for Arabic nested named entity recognition (NER), containing 550,000 word instances (Modern Standard Arabic and dialects).
Sequence Labeling Transformers Arabic
A
SinaLab
19
9
KM45L6V2OC
Apache-2.0
A software requirement classification model fine-tuned on sentence-transformers/all-MiniLM-L6-v2, designed to distinguish between functional (F) and non-functional (NF) requirements
Text Classification Transformers English
K
kasrahabib
27
1
Clinical Bert Ft
MIT
A clinical text processing model fine-tuned based on Bio_ClinicalBERT, performing well in F1 score
Text Classification Transformers
C
ericntay
20
0
Mengzi T5 Base Chinese Correction
Apache-2.0
A Chinese spelling correction model based on the T5 architecture, excelling on the SIGHAN2015 test set, supporting automatic correction of Chinese text.
Large Language Model Transformers Chinese
M
shibing624
2,522
32
Biomednlp PubMedBERT Base Uncased Abstract Fulltext Pub Section
Apache-2.0
A biomedical literature section classification model fine-tuned on PubMedBERT for identifying text section types
Text Classification Transformers English
B
ml4pubmed
748
5
Xlm Roberta Base Finetuned Recipe All
MIT
A model fine-tuned on the recipe ingredient NER dataset based on xlm-roberta-base, used to identify various labels in recipe ingredients.
Sequence Labeling Transformers
X
edwardjross
404
14
Deberta V3 Base Goemotions
MIT
A text sentiment classification model fine-tuned based on microsoft/deberta-v3-base, trained on an unknown dataset with an evaluated F1 score of 0.4468
Text Classification Transformers
D
mrm8488
81
1
Spanbert Large Finetuned Tacred
SpanBERT is a pre-trained language model developed by Facebook Research, specifically fine-tuned on the TACRED dataset for relation extraction tasks.
Knowledge Graph English
S
mrm8488
26
0
Hebemo Anger
HebEMO is a tool designed to detect sentiment polarity and extract emotions from modern Hebrew user-generated content (UGC), trained on a unique COVID-19 related dataset.
Text Classification Transformers
H
avichr
117
0
Xlm Roberta Large Ru Sentiment Rusentiment
A Russian sentiment analysis model fine-tuned on the RuSentiment dataset based on XLM-RoBERTa-Large
Text Classification Transformers Other
X
sismetanin
183
3
Bert Fa Base Uncased Ner Peyma
Apache-2.0
A Transformer-based Persian language understanding model, reconstructed vocabulary and fine-tuned on new corpora, expanding multi-domain application capabilities
Sequence Labeling Other
B
HooshvareLab
69.74k
7
Naija Twitter Sentiment Afriberta Large
The first multilingual Twitter sentiment classification model for four Nigerian languages (Hausa, Igbo, Nigerian Pidgin, and Yoruba)
Text Classification Transformers
N
Davlan
139
3
Bert Fa Base Uncased Sentiment Digikala
Apache-2.0
A Transformer-based Persian language understanding model, reconstructed vocabulary and fine-tuned on new Persian corpora to enhance multi-domain application capabilities
Text Classification Other
B
HooshvareLab
932
5
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