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Collections including paper arxiv:2404.08856

AutoMix: Automatically Mixing Language Models

Paper • 2310.12963 • Published Oct 19, 2023 • 14
Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning

Paper • 2310.03094 • Published Oct 4, 2023 • 12
MatFormer: Nested Transformer for Elastic Inference

Paper • 2310.07707 • Published Oct 11, 2023 • 1
DistillSpec: Improving Speculative Decoding via Knowledge Distillation

Paper • 2310.08461 • Published Oct 12, 2023 • 1

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 15
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 25
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 8
Conditional Diffusion Distillation

Paper • 2310.01407 • Published Oct 2, 2023 • 20

Speculative Decoding

Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting

Paper • 2404.18911 • Published Apr 29, 2024 • 29
Accelerating LLM Inference with Staged Speculative Decoding

Paper • 2308.04623 • Published Aug 8, 2023 • 23
An Emulator for Fine-Tuning Large Language Models using Small Language Models

Paper • 2310.12962 • Published Oct 19, 2023 • 14
The Curious Case of Neural Text Degeneration

Paper • 1904.09751 • Published Apr 22, 2019 • 3

SpeechLMM Deployment

On Speculative Decoding for Multimodal Large Language Models

Paper • 2404.08856 • Published Apr 13, 2024 • 13

On Speculative Decoding for Multimodal Large Language Models

Paper • 2404.08856 • Published Apr 13, 2024 • 13

Papers - Inference - Speculative Decoding - Draft Model

On Speculative Decoding for Multimodal Large Language Models

Paper • 2404.08856 • Published Apr 13, 2024 • 13

Papers - Qualcomm

On Speculative Decoding for Multimodal Large Language Models

Paper • 2404.08856 • Published Apr 13, 2024 • 13

Papers - Inference - Multimodal

On Speculative Decoding for Multimodal Large Language Models

Paper • 2404.08856 • Published Apr 13, 2024 • 13

Papers - Multimodal - Speculative Decoding

On Speculative Decoding for Multimodal Large Language Models

Paper • 2404.08856 • Published Apr 13, 2024 • 13

Papers - Image - Coco Testing

Kandinsky: an Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion

Paper • 2310.03502 • Published Oct 5, 2023 • 78
Transferable and Principled Efficiency for Open-Vocabulary Segmentation

Paper • 2404.07448 • Published Apr 11, 2024 • 11
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11, 2024 • 30
COCONut: Modernizing COCO Segmentation

Paper • 2404.08639 • Published Apr 12, 2024 • 28

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