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benchmarking-tools

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Kaito1999-script / ULMEvalKit

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🛠️ Evaluate unified models effortlessly with ULMEvalKit, your open-source toolkit for comprehensive image generation benchmarks and streamlined workflows.

open-source machine-learning natural-language-processing performance-metrics user-feedback language-models reproducibility model-assessment software-tools data-annotation evaluation-kit text-evaluation benchmarking-tools ulmeval programmatic-evaluation
  • Updated Dec 1, 2025
  • Python

Abdur-azure / finetune_cli

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Finetune CLI is a powerful, modular, and interactive command-line tool for fine-tuning Large Language Models (LLMs). Multiple Techniques: Support for LoRA, QLoRA, and Prompt Tuning. Benchmarking: Built-in evaluation with ROUGE and other metrics.

python text-generation rouge lora evaluation-metrics model-training fine-tuning huggingface huggingface-pipeline llm automation-pipeline model-training-and-evaluation finetuning-llms ai-model-training benchmarking-tools llm-cli
  • Updated Nov 30, 2025
  • HTML

42olver / ai-agent-benchmark-compendium

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🛠️ Discover and explore over 50 benchmarks for AI agents across key categories, enhancing evaluation of function calling, reasoning, coding, and interactions.

data-science machine-learning reinforcement-learning artificial-intelligence code-examples evaluation-metrics performance-optimization testing-framework ai-research algorithm-comparison model-performance dataset-analysis ai-benchmark benchmarking-tools agent-evaluation
  • Updated Dec 1, 2025

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