---
title: "bpemb"
type: "tool"
slug: "bheinzerling-bpemb"
canonical_url: "https://www.graphcanon.com/tools/bheinzerling-bpemb"
github_url: "https://github.com/bheinzerling/bpemb"
homepage_url: "https://nlp.h-its.org/bpemb"
stars: 1221
forks: 100
primary_language: "Python"
license: "MIT"
archived: false
categories: ["vector-databases", "model-training"]
tags: ["embeddings", "nlp", "python", "multilingual", "subword-embeddings", "natural-language-processing"]
updated_at: "2026-07-12T03:08:45.497544+00:00"
---

# bpemb

> Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

## Facts

- Repository: https://github.com/bheinzerling/bpemb
- Homepage: https://nlp.h-its.org/bpemb
- Stars: 1,221 · Forks: 100 · Open issues: 6 · Watchers: 23
- Primary language: Python
- License: MIT
- Last pushed: 2024-10-01T02:49:47+00:00

## Trust & health

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

- Maintenance: Dormant (computed 2026-07-11T11:31:13.679Z)
- Security scan: No lockfile (0 critical, 0 high, 0 medium, 0 low) · last scan 2026-07-11T11:31:14.326Z
- Full report: [trust report](/tools/bheinzerling-bpemb/trust.md) · [JSON](https://www.graphcanon.com/api/graphcanon/tools/bheinzerling-bpemb/trust)

## Categories

- [Vector Databases](/categories/vector-databases.md)
- [Model Training](/categories/model-training.md)

## Tags

embeddings, nlp, python, multilingual, subword-embeddings, natural-language-processing

## Category neighbours (exploratory)

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

- [llmfit](/tools/alexsjones-llmfit.md) - Hundreds of models & providers. One command to find what runs on your hardware. (★ 29,280) [Very active]
- [litgpt](/tools/lightning-ai-litgpt.md) - High-performance LLMs with recipes for pretraining, finetuning and deployment (★ 13,473) [Very active]
- [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]
- [awesome-LLM-resources](/tools/wangrongsheng-awesome-llm-resources.md) - 🧑🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources. (★ 8,668) [Very active]

_+ 2 more not listed._

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/tools/bheinzerling-bpemb`](/api/graphcanon/tools/bheinzerling-bpemb)
- 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/_