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www-data committed Oct 6, 2024
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prohibited_uses: unknown
monitoring: unknown
feedback: https://huggingface.co/ByteDance/SDXL-Lightning/discussions
- type: model
name: LLaVA-Critic
organization: ByteDance, University of Maryland, College Park
description: LLaVA-Critic is the first open-source large multimodal model designed as a generalist evaluator to assess the performance across a wide range of multimodal tasks. It's trained on a high-quality critic instruction-following dataset incorporating diverse evaluation criteria. It's effective in tasks like LMM-as-a-Judge and Preference Learning, providing reliable evaluation scores and generating reward signals for preference learning.
created_date: 2024-10-06
url: https://arxiv.org/pdf/2410.02712
model_card: unknown
modality: multimodal; scores and feedback
analysis: The model's effectiveness was demonstrated in tasks like performing evaluations on par with or surpassing GPT models on multiple benchmarks, and generating reward signals for preference learning.
size: unknown
dependencies: [GPT-4V, LLaVA-RLHF]
training_emissions: unknown
training_time: unknown
training_hardware: unknown
quality_control: Evaluation through comparing it with commercial models like GPT-4V on multiple benchmarks.
access: open
license: unknown
intended_uses: Evaluation of multimodal models, preference learning by generating effective reward signals.
prohibited_uses: unknown
monitoring: unknown
feedback: unknown

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