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Collections including paper arxiv:2412.07626

Multimodal Benchmarks

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

Paper • 2407.07053 • Published Jul 9, 2024 • 47
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models

Paper • 2407.12772 • Published Jul 17, 2024 • 35
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models

Paper • 2407.11691 • Published Jul 16, 2024 • 15
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

Paper • 2408.02718 • Published Aug 5, 2024 • 62

slm-document-ai

SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion

Paper • 2503.11576 • Published Mar 14 • 117
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations

Paper • 2412.07626 • Published Dec 10, 2024 • 27
docling-project/docling-models

Updated Jul 23 • 460k • 184
docling-project/SmolDocling-256M-preview

Image-Text-to-Text • 0.3B • Updated Sep 17 • 222k • 1.6k

GATE OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation

Paper • 2411.18499 • Published Nov 27, 2024 • 18
VLSBench: Unveiling Visual Leakage in Multimodal Safety

Paper • 2411.19939 • Published Nov 29, 2024 • 10
AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information?

Paper • 2412.02611 • Published Dec 3, 2024 • 24
U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in LLMs

Paper • 2412.03205 • Published Dec 4, 2024 • 18

Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages

Paper • 2410.16153 • Published Oct 21, 2024 • 44
AutoTrain: No-code training for state-of-the-art models

Paper • 2410.15735 • Published Oct 21, 2024 • 59
The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio

Paper • 2410.12787 • Published Oct 16, 2024 • 31
LEOPARD : A Vision Language Model For Text-Rich Multi-Image Tasks

Paper • 2410.01744 • Published Oct 2, 2024 • 26

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 29
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 15
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 50
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations

Paper • 2412.07626 • Published Dec 10, 2024 • 27
genmo/mochi-1-preview

Text-to-Video • Updated Sep 4 • 3.93k • • 1.29k
zai-org/CogVideoX-5b

Text-to-Video • Updated Nov 23, 2024 • 55.9k • • 651

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations

Paper • 2412.07626 • Published Dec 10, 2024 • 27

minlik/docllm-yi-34b

Text Generation • 38B • Updated Mar 20, 2024 • 8 • 1
JinghuiLuAstronaut/DocLLM_baichuan2_7b

Text Generation • 9B • Updated Feb 29, 2024 • 13 • 5
docling-project/docling-models

Updated Jul 23 • 460k • 184
Running

Featured

177

DocLayout YOLO

🚀

177

Demo for DocLayout-YOLO

Papers-Benchmarks

CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery

Paper • 2406.08587 • Published Jun 12, 2024 • 16
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning

Paper • 2406.09170 • Published Jun 13, 2024 • 27
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents

Paper • 2407.18901 • Published Jul 26, 2024 • 35
Benchmarking Agentic Workflow Generation

Paper • 2410.07869 • Published Oct 10, 2024 • 29

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 6
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 23
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 13
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Multimodal Benchmarks

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

Paper • 2407.07053 • Published Jul 9, 2024 • 47
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models

Paper • 2407.12772 • Published Jul 17, 2024 • 35
VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models

Paper • 2407.11691 • Published Jul 16, 2024 • 15
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

Paper • 2408.02718 • Published Aug 5, 2024 • 62

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations

Paper • 2412.07626 • Published Dec 10, 2024 • 27
genmo/mochi-1-preview

Text-to-Video • Updated Sep 4 • 3.93k • • 1.29k
zai-org/CogVideoX-5b

Text-to-Video • Updated Nov 23, 2024 • 55.9k • • 651

slm-document-ai

SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion

Paper • 2503.11576 • Published Mar 14 • 117
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations

Paper • 2412.07626 • Published Dec 10, 2024 • 27
docling-project/docling-models

Updated Jul 23 • 460k • 184
docling-project/SmolDocling-256M-preview

Image-Text-to-Text • 0.3B • Updated Sep 17 • 222k • 1.6k

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations

Paper • 2412.07626 • Published Dec 10, 2024 • 27

GATE OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation

Paper • 2411.18499 • Published Nov 27, 2024 • 18
VLSBench: Unveiling Visual Leakage in Multimodal Safety

Paper • 2411.19939 • Published Nov 29, 2024 • 10
AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information?

Paper • 2412.02611 • Published Dec 3, 2024 • 24
U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in LLMs

Paper • 2412.03205 • Published Dec 4, 2024 • 18

minlik/docllm-yi-34b

Text Generation • 38B • Updated Mar 20, 2024 • 8 • 1
JinghuiLuAstronaut/DocLLM_baichuan2_7b

Text Generation • 9B • Updated Feb 29, 2024 • 13 • 5
docling-project/docling-models

Updated Jul 23 • 460k • 184
Running

Featured

177

DocLayout YOLO

🚀

177

Demo for DocLayout-YOLO

Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages

Paper • 2410.16153 • Published Oct 21, 2024 • 44
AutoTrain: No-code training for state-of-the-art models

Paper • 2410.15735 • Published Oct 21, 2024 • 59
The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio

Paper • 2410.12787 • Published Oct 16, 2024 • 31
LEOPARD : A Vision Language Model For Text-Rich Multi-Image Tasks

Paper • 2410.01744 • Published Oct 2, 2024 • 26

Papers-Benchmarks

CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery

Paper • 2406.08587 • Published Jun 12, 2024 • 16
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning

Paper • 2406.09170 • Published Jun 13, 2024 • 27
AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents

Paper • 2407.18901 • Published Jul 26, 2024 • 35
Benchmarking Agentic Workflow Generation

Paper • 2410.07869 • Published Oct 10, 2024 • 29

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 29
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 15
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 50
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 6
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 23
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 13
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

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