uhlo
's Collections
interesting stuff
updated
Chain-of-Verification Reduces Hallucination in Large Language Models
Paper
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2309.11495
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Published
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38
Adapting Large Language Models via Reading Comprehension
Paper
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2309.09530
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Published
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77
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large
Language Models in 167 Languages
Paper
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2309.09400
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Published
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83
Language Modeling Is Compression
Paper
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2309.10668
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Published
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82
Contrastive Decoding Improves Reasoning in Large Language Models
Paper
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2309.09117
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Published
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37
Exploring Large Language Models' Cognitive Moral Development through
Defining Issues Test
Paper
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2309.13356
•
Published
•
36
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of
Language Models
Paper
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2309.15098
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Published
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7
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper
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2309.14717
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Published
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44
Paper
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2309.16609
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Published
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34
Effective Long-Context Scaling of Foundation Models
Paper
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2309.16039
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Published
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30
Large Language Models Cannot Self-Correct Reasoning Yet
Paper
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2310.01798
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Published
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33
DSPy: Compiling Declarative Language Model Calls into Self-Improving
Pipelines
Paper
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2310.03714
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Published
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30
Table-GPT: Table-tuned GPT for Diverse Table Tasks
Paper
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2310.09263
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Published
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39
BitNet: Scaling 1-bit Transformers for Large Language Models
Paper
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2310.11453
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Published
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96
Self-RAG: Learning to Retrieve, Generate, and Critique through
Self-Reflection
Paper
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2310.11511
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Published
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74
H2O Open Ecosystem for State-of-the-art Large Language Models
Paper
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2310.13012
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Published
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7
LLM-FP4: 4-Bit Floating-Point Quantized Transformers
Paper
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2310.16836
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Published
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13
QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models
Paper
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2310.16795
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Published
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26
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time
Paper
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2310.17157
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Published
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11
CodeFusion: A Pre-trained Diffusion Model for Code Generation
Paper
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2310.17680
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Published
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69
Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
Paper
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2310.19102
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Published
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10
LoRAShear: Efficient Large Language Model Structured Pruning and
Knowledge Recovery
Paper
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2310.18356
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Published
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22
Does GPT-4 Pass the Turing Test?
Paper
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2310.20216
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Published
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17
CodePlan: Repository-level Coding using LLMs and Planning
Paper
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2309.12499
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Published
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73
The Generative AI Paradox: "What It Can Create, It May Not Understand"
Paper
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2311.00059
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Published
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18
E3 TTS: Easy End-to-End Diffusion-based Text to Speech
Paper
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2311.00945
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Published
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14
Unveiling Safety Vulnerabilities of Large Language Models
Paper
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2311.04124
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Published
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6
MEGAVERSE: Benchmarking Large Language Models Across Languages,
Modalities, Models and Tasks
Paper
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2311.07463
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Published
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13
Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as
an Alternative to Attention Layers in Transformers
Paper
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2311.10642
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Published
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23
ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs
Paper
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2311.13600
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Published
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42
Language Models are Super Mario: Absorbing Abilities from Homologous
Models as a Free Lunch
Paper
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2311.03099
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Published
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28
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis
Paper
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2312.03491
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Published
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34
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
Paper
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2312.04474
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Published
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30
Alpha-CLIP: A CLIP Model Focusing on Wherever You Want
Paper
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2312.03818
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Published
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32
Blending Is All You Need: Cheaper, Better Alternative to
Trillion-Parameters LLM
Paper
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2401.02994
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Published
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48
Paper
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2401.04088
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Published
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159
Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence
Lengths in Large Language Models
Paper
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2401.04658
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Published
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25
The Impact of Reasoning Step Length on Large Language Models
Paper
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2401.04925
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Published
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16
E^2-LLM: Efficient and Extreme Length Extension of Large Language Models
Paper
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2401.06951
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Published
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25
Extending LLMs' Context Window with 100 Samples
Paper
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2401.07004
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Published
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15
Self-Rewarding Language Models
Paper
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2401.10020
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Published
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144
Rambler: Supporting Writing With Speech via LLM-Assisted Gist
Manipulation
Paper
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2401.10838
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Published
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9
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated
Text
Paper
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2401.12070
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Published
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43
DeepSeek-Coder: When the Large Language Model Meets Programming -- The
Rise of Code Intelligence
Paper
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2401.14196
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Published
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47
jinaai/jina-embeddings-v2-base-de
Feature Extraction
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Updated
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34.5k
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70
SliceGPT: Compress Large Language Models by Deleting Rows and Columns
Paper
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2401.15024
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Published
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69
Weaver: Foundation Models for Creative Writing
Paper
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2401.17268
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Published
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43
TrustLLM: Trustworthiness in Large Language Models
Paper
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2401.05561
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Published
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65
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
Paper
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2402.01739
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Published
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26
Shortened LLaMA: A Simple Depth Pruning for Large Language Models
Paper
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2402.02834
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Published
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14
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper
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2402.03620
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Published
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109
BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
Paper
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2402.04291
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Published
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48
Aya Dataset: An Open-Access Collection for Multilingual Instruction
Tuning
Paper
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2402.06619
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Published
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54
Aya Model: An Instruction Finetuned Open-Access Multilingual Language
Model
Paper
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2402.07827
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Published
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45
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement
Paper
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2402.07456
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Published
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41
Scaling Laws for Fine-Grained Mixture of Experts
Paper
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2402.07871
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Published
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11
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language
Models
Paper
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2401.01335
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Published
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64
Computing Power and the Governance of Artificial Intelligence
Paper
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2402.08797
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Published
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12
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
Paper
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2402.09727
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Published
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36
BitDelta: Your Fine-Tune May Only Be Worth One Bit
Paper
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2402.10193
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Published
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19
Chain-of-Thought Reasoning Without Prompting
Paper
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2402.10200
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Published
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101
How to Train Data-Efficient LLMs
Paper
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2402.09668
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Published
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40
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM
Workflows
Paper
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2402.10379
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Published
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30
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
Paper
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2402.12226
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Published
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41
OneBit: Towards Extremely Low-bit Large Language Models
Paper
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2402.11295
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Published
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23
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue
Summarization
Paper
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2402.13249
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Published
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11
Coercing LLMs to do and reveal (almost) anything
Paper
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2402.14020
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Published
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12
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper
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2402.13753
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Published
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112
MobileLLM: Optimizing Sub-billion Parameter Language Models for
On-Device Use Cases
Paper
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2402.14905
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Published
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126
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper
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2402.17764
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Published
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603
GPTVQ: The Blessing of Dimensionality for LLM Quantization
Paper
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2402.15319
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Published
•
19
ShortGPT: Layers in Large Language Models are More Redundant Than You
Expect
Paper
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2403.03853
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Published
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62
MoAI: Mixture of All Intelligence for Large Language and Vision Models
Paper
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2403.07508
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Published
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75
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop
Queries
Paper
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2401.15391
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Published
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6
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document
Understanding
Paper
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2403.12895
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Published
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30
RAFT: Adapting Language Model to Domain Specific RAG
Paper
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2403.10131
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Published
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67
LLM Agent Operating System
Paper
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2403.16971
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Published
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65
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient
LLMs Under Compression
Paper
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2403.15447
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Published
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16
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions
Paper
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2403.16627
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Published
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20
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in
Long-Horizon Generation
Paper
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2403.05313
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Published
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9
The Llama 3 Herd of Models
Paper
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2407.21783
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Published
•
107
SAM 2: Segment Anything in Images and Videos
Paper
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2408.00714
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Published
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108
Coarse Correspondence Elicit 3D Spacetime Understanding in Multimodal
Language Model
Paper
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2408.00754
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Published
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21
Gemma 2: Improving Open Language Models at a Practical Size
Paper
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2408.00118
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Published
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75
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
Paper
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2408.07055
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Published
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65
LLM Pruning and Distillation in Practice: The Minitron Approach
Paper
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2408.11796
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Published
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55
Automated Design of Agentic Systems
Paper
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2408.08435
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Published
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38
ColPali: Efficient Document Retrieval with Vision Language Models
Paper
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2407.01449
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Published
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41
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device
Language Models
Paper
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2408.15518
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Published
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42
Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of
Encoders
Paper
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2408.15998
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Published
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83
Configurable Foundation Models: Building LLMs from a Modular Perspective
Paper
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2409.02877
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Published
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27
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art
Multimodal Models
Paper
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2409.17146
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Published
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103
Ruler: A Model-Agnostic Method to Control Generated Length for Large
Language Models
Paper
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2409.18943
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Published
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27
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large
Language Models
Paper
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2409.17066
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Published
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27
Paper
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2410.05258
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Published
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166
LLMs Know More Than They Show: On the Intrinsic Representation of LLM
Hallucinations
Paper
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2410.02707
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Published
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47
Paper
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2410.07073
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Published
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60
Falcon Mamba: The First Competitive Attention-free 7B Language Model
Paper
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2410.05355
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Published
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29
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free
Paper
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2410.10814
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Published
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48
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding
and Generation
Paper
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2410.13848
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Published
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28
Why Does the Effective Context Length of LLMs Fall Short?
Paper
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2410.18745
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Published
•
16
Continuous Speech Synthesis using per-token Latent Diffusion
Paper
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2410.16048
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Published
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28
ROCKET-1: Master Open-World Interaction with Visual-Temporal Context
Prompting
Paper
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2410.17856
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Published
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49
Paper
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2410.21276
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Published
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79
Document Parsing Unveiled: Techniques, Challenges, and Prospects for
Structured Information Extraction
Paper
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2410.21169
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Published
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29
Stealing User Prompts from Mixture of Experts
Paper
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2410.22884
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Published
•
13
TokenFormer: Rethinking Transformer Scaling with Tokenized Model
Parameters
Paper
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2410.23168
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Published
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22