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Model Benchmarking
OpenLLM Turkish leaderboard v0.2

OpenLLM Turkish leaderboard v0.2

Browse and submit model evaluations in LLM benchmarks

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What is OpenLLM Turkish leaderboard v0.2 ?

The OpenLLM Turkish leaderboard v0.2 is a tool designed to evaluate and benchmark large language models (LLMs) for the Turkish language. It provides a platform for developers and researchers to submit and compare model evaluations across various tasks and metrics specific to Turkish. This leaderboard aims to promote transparency and progress in Turkish NLP by enabling fair comparisons of model performance.


Features

  • Comprehensive Benchmarking: Evaluate models on a wide range of Turkish language tasks and datasets.
  • Multi-Model Support: Compare performance across different LLMs, including popular and specialized models.
  • Automated Submission: Streamlined process for submitting model evaluations.
  • Transparent Scoring: Clear and detailed metrics for understanding model strengths and weaknesses.
  • Community-Driven: Open to contributions from researchers and developers worldwide.
  • Regular Updates: Continuous improvements and additions to datasets and metrics.

How to use OpenLLM Turkish leaderboard v0.2 ?

  1. Choose a Model: Select a pre-trained or fine-tuned LLM for evaluation.
  2. Review Evaluation Criteria: Familiarize yourself with the benchmarking tasks and metrics.
  3. Prepare Submission: Run your model on the provided datasets and tasks.
  4. Submit Results: Upload your model's performance data to the leaderboard.
  5. Analyze Results: Compare your model's performance with others on the leaderboard.
  6. Share Insights: Contribute to the community by discussing findings and improvements.

Frequently Asked Questions

What models are supported on the leaderboard?
The leaderboard supports a variety of LLMs, including popular models like T5, BERT, and specialized Turkish models.

How are models evaluated?
Models are evaluated based on standard NLP tasks such as text classification, question answering, and language translation, using precision, recall, BLEU score, and other relevant metrics.

How often is the leaderboard updated?
The leaderboard is updated regularly with new models, datasets, and features to reflect the latest advancements in Turkish NLP.

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