Data and Impact Accounting (DIA) to track the carbon and water footprint of open-source AI and its derivatives.
Vector Institute
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When Does RL Help Medical VLMs? Disentangling Vision, SFT, and RL Gains
LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation
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Vector Institute
The Vector Institute is an independent, not-for-profit research institution dedicated to advancing the field of artificial intelligence (AI) in Canada and globally. Located in Toronto, Ontario, we bring together researchers, engineers, and industry leaders to drive excellence and leadership in deep learning research.
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Eval Leaderboard
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Explore interactive benchmark leaderboards for language models
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UnBias-Plus Leaderboard
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Bias detection benchmark for news articles
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UnBias-Plus Dataset Viewer
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Explore bias detection dataset with highlighted examples
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HumaniBench
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Human-Centric Benchmark for LMMs Evaluation
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DIA Footprint Dashboard
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Explore carbon, water, energy footprints of AI model families
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SONIC-O1 Leaderboard
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Audio-Video Understanding Benchmark with Fairness Analysis
models 16
vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct
Text Generation • 8B • Updated • 94 • 1
vector-institute/Qwen3.5-4B-UnBias-Plus-SFT-Instruct
Text Generation • 5B • Updated • 57
vector-institute/Qwen3-8B-UnBias-Plus-SFT
Text Generation • 8B • Updated • 55
vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct-Legacy
Text Generation • 8B • Updated • 138 • 1
vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct-V2
Text Generation • 8B • Updated • 2.17k
vector-institute/open-pmc-18m-clip
Zero-Shot Image Classification • Updated • 32
vector-institute/dia-pypi-test-bert-a40
Text Classification • 67M • Updated • 6
vector-institute/Factuality-Alignment-Qwen2.5-14B
Text Generation • Updated • 7
vector-institute/pmc-18m-dab-detr
Object Detection • 43.8M • Updated • 62
vector-institute/open-pmc-clip
Updated • 3
datasets 29
vector-institute/unbias-plus-dataset
Viewer • Updated • 5k • 69
vector-institute/dia-state-lab-2026
Viewer • Updated • 36 • 43
vector-institute/dia-state-lab
Viewer • Updated • 7 • 26
vector-institute/sonic-o1
Viewer • Updated • 2.91k • 127 • 3
vector-institute/open-pmc-18m
Viewer • Updated • 16.1M • 1.67k • 6
vector-institute/HumaniBench
Viewer • Updated • 32.6k • 149 • 4
vector-institute/Factuality_Alignment
Viewer • Updated • 49.4k • 13 • 2
vector-institute/nmr-bo
Updated • 12
vector-institute/aixpert
Viewer • Updated • 2.95k • 8 • 1
vector-institute/hotpotqa
Viewer • Updated • 105k • 235