P-MMEval

A multilingual multi-task benchmark for evaluating large language models (LLMs).

CommonProductOthersMultilingualBenchmarking

P-MMEval is a multilingual benchmark that encompasses datasets focused on foundational and capability specialization. It extends existing benchmarks to ensure consistency in language coverage and provides parallel samples across various languages, supporting up to 10 languages from 8 language families. P-MMEval facilitates comprehensive assessment of multilingual capabilities and comparative analysis of cross-language transferability.

Supports up to 10 languages including English
Chinese
Arabic
Spanish
French
Japanese
Korean
Portuguese
Thai
and Vietnamese.

The target audience consists of researchers
developers
and educational institutions that need to evaluate and compare the performance and capabilities of different language models in multilingual contexts. P-MMEval provides a standardized testing platform that enables cross-language and cross-model comparisons.

Researchers use P-MMEval to assess the performance of various language models on specific tasks.
Educational institutions utilize P-MMEval to compare the teaching effectiveness of different language models.
Developers leverage P-MMEval to optimize and tune their language models for multilingual environments.

1. Visit the ModelScope page for P-MMEval.
2. Read the dataset introduction to understand the background and purpose of P-MMEval.
3. Preview the data to view the samples included in P-MMEval.
4. Download the dataset files and prepare for model evaluation.
5. Configure OpenCompass and vllm for model evaluation according to the quick start guide.

Visit

P-MMEval Visit Over Time

Monthly Visits

1141359

Bounce Rate

43.84%

Page per Visit

4.3

Visit Duration

00:03:56

P-MMEval Visit Trend

P-MMEval Visit Geography

P-MMEval Traffic Sources

P-MMEval Alternatives

Turtle Benchmark — Evaluating the logical reasoning and context comprehension abilities of large language models.

Programming•Benchmarking•Logical Reasoning

llm-colosseum — Evaluate large language models through Street Fighter 3 battles.

Programming•Artificial Intelligence•Benchmarking

CosyVoice 2 — Scalable streaming voice synthesis technology powered by large language models.

Productivity•Voice Synthesis•Streaming

I18n Code — A multilingual translation solution for localizing JSON text.

Productivity•Translation•Multilingual

Large Concept Models — Language modeling in the sentence representation space

Programming•Natural Language Processing•Multilingual

c4ai-command-r7b-12-2024 — A multilingual text generation model with 7 billion parameters.

Programming•Text Generation•Multilingual

RWKV-6 Finch 7B World 3 — An open-source AI model with 7 billion parameters and trained on 3.1 trillion tokens.

Programming•AI Model•Open Source

Clio — Privacy-focused AI usage insight system

Productivity•Privacy Protection•Automated Analysis

114

tulu-3-sft-olmo-2-mixture — A large-scale multilingual text dataset.

Others•Multilingual•Text Dataset

Procyon AI Inference Benchmark for Android — A benchmarking tool for measuring AI performance and quality on Android devices.

Others•AI Performance•Benchmarking

InternVL2_5-4B — A multimodal large language model that integrates visual and language understanding.

Image•Multimodal•Large Language Model

MLPerf Client — Personal Computer AI Performance Benchmarking

Productivity•AI Performance Testing•Benchmarking

eSelf AI — Personalized Global AI Interaction Platform

Business•Customer Interaction•Multilingual

InternVL2_5-8B — A multimodal large language model supporting interaction understanding between images and text.

Image•Multimodal•Large Language Model

Plus AI PowerPoint — An AI-driven PPT creation tool for quickly creating and editing presentations.

Productivity•Presentations•PowerPoint

Web Bulk Languages Translator — An online tool for quickly translating text into multiple languages in bulk.

Productivity•Translation•Bulk Processing

FineWeb2 — Multilingual Pretrained Dataset

Programming•Multilingual•Pretrained

Meta Llama 3.3 — A multilingual large pre-trained language model with 70 billion parameters.

Programming•Multilingual•Pre-trained Model

Llama-3.3-70B-Instruct — A large multilingual language model with 70 billion parameters.

Programming•Large Language Model•Multilingual

102

Sana_1600M_512px_MultiLing — High-resolution, multilingual text-to-image generation model

Image•Text-to-image•High-resolution

OLMo 2 1124 13B Preference Mixture — Large-scale multilingual preference mixture dataset

Others•Dataset•Multilingual

iMemo — The ultimate app for recording, transcribing, and translating audio notes.

Productivity•Audio Recording•Transcription

ScholarQABench — Comprehensive Assessment Platform for Scientific Literature

Others•Scientific Literature•Evaluation Platform

ElevenLabs GenFM — Transform your content into intelligent podcasts

Education•AI Audio•Podcast

174

jina-clip-v2 — A multilingual multimodal embedding model for text and image retrieval.

Productivity•Multimodal•Multilingual

Tülu 3 — Open-source advanced language model fine-tuning framework

InternationalSelection•Language Models•Fine-tuning

222

TransVIP — Voice-to-voice translation system that retains voice and timing characteristics.

Productivity•Speech Translation•Voice Retention

372

AI Google Translate — Free Chinese online Google Translate and GPT translation tool

Productivity•Translation•Online Service

264

Kagi Translate — A precise translation tool across 244 languages.

InternationalSelection•Translation•Multilingual

1230

Best AI Websites & Tools