---
title: "Bert-Multi-Label-Text-Classification"
type: "tool"
slug: "lonepatient-bert-multi-label-text-classification"
canonical_url: "https://www.graphcanon.com/tools/lonepatient-bert-multi-label-text-classification"
github_url: "https://github.com/lonePatient/Bert-Multi-Label-Text-Classification"
homepage_url: null
stars: 923
forks: 208
primary_language: "Python"
license: "MIT"
archived: false
categories: ["model-training"]
tags: ["xlnet", "bert", "albert", "fine-tuning", "nlp", "multi-label-classification", "pytorch", "transformers"]
updated_at: "2026-07-12T02:56:07.964147+00:00"
---

# Bert-Multi-Label-Text-Classification

> PyTorch implementation of a pretrained BERT model for multi-label text classification

This repository provides an example of fine-tuning a pre-trained BERT model using PyTorch for the purpose of multi-label text classification tasks in NLP.

## Facts

- Repository: https://github.com/lonePatient/Bert-Multi-Label-Text-Classification
- Stars: 923 · Forks: 208 · Open issues: 41 · Watchers: 19
- Primary language: Python
- License: MIT
- Last pushed: 2023-04-18T10:47:17+00:00

## Trust & health

_Signals computed from public GitHub metadata. Not a security guarantee._

- Maintenance: Dormant (computed 2026-07-11T11:39:37.439Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:39:38.026Z
- Full report: [trust report](/tools/lonepatient-bert-multi-label-text-classification/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/lonepatient-bert-multi-label-text-classification/trust)

## Categories

- [Model Training](/categories/model-training.md)

## Tags

xlnet, bert, albert, fine-tuning, nlp, multi-label-classification, pytorch, transformers

## Category neighbours (exploratory)

_Same-category tools for discovery only - not curated alternatives. Cap shown at six._

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- [open-llms](/tools/eugeneyan-open-llms.md) - A list of open LLMs available for commercial use. (★ 12,825) [Dormant]
- [LLMSurvey](/tools/rucaibox-llmsurvey.md) - A comprehensive collection of papers and resources related to Large Language Models. (★ 12,187) [Dormant]
- [tokenizers](/tools/huggingface-tokenizers.md) - 💥 Fast State-of-the-Art Tokenizers optimized for Research and Production (★ 10,878) [Very active]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/lonepatient-bert-multi-label-text-classification`](/api/graphcanon/tools/lonepatient-bert-multi-label-text-classification)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_