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Aug 7, 2024
Aug 7, 2024
Collections
Discover the best community collections!
Collections including paper arxiv:2407.12327
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Jul 24, 2024
Jul 24, 2024
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Jul 18, 2024
Jul 18, 2024
Collection by
Jul 18, 2024
Jul 18, 2024
Collection by
Oct 8, 2024
Oct 8, 2024
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How to Train Data-Efficient LLMs
Paper • 2402.09668 • Published • 41 -
SliceGPT: Compress Large Language Models by Deleting Rows and Columns
Paper • 2401.15024 • Published • 70 -
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning
Paper • 2407.07523 • Published • 5 -
Spectra: A Comprehensive Study of Ternary, Quantized, and FP16 Language Models
Paper • 2407.12327 • Published • 78
Collection by
Sep 10, 2024
Sep 10, 2024
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A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models
Paper • 2406.11289 • Published • 5 -
Best Practices and Lessons Learned on Synthetic Data for Language Models
Paper • 2404.07503 • Published • 30 -
Spectra: A Comprehensive Study of Ternary, Quantized, and FP16 Language Models
Paper • 2407.12327 • Published • 78 -
Authorship Attribution in the Era of LLMs: Problems, Methodologies, and Challenges
Paper • 2408.08946 • Published • 12
Collection by
Nov 13, 2024
Nov 13, 2024
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QLoRA: Efficient Finetuning of Quantized LLMs
Paper • 2305.14314 • Published • 48 -
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
Paper • 2407.11062 • Published • 8 -
Spectra: A Comprehensive Study of Ternary, Quantized, and FP16 Language Models
Paper • 2407.12327 • Published • 78 -
BitNet a4.8: 4-bit Activations for 1-bit LLMs
Paper • 2411.04965 • Published • 64
Collection by
11 days ago
11 days ago
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RLHF Workflow: From Reward Modeling to Online RLHF
Paper • 2405.07863 • Published • 67 -
Chameleon: Mixed-Modal Early-Fusion Foundation Models
Paper • 2405.09818 • Published • 129 -
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
Paper • 2405.15574 • Published • 53 -
An Introduction to Vision-Language Modeling
Paper • 2405.17247 • Published • 87
Collection by
Sep 20, 2024
Sep 20, 2024
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MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
Paper • 2402.15627 • Published • 35 -
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
Paper • 2402.16822 • Published • 16 -
FuseChat: Knowledge Fusion of Chat Models
Paper • 2402.16107 • Published • 37 -
Multi-LoRA Composition for Image Generation
Paper • 2402.16843 • Published • 29
Collection by
about 13 hours ago
about 13 hours ago
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LoRA+: Efficient Low Rank Adaptation of Large Models
Paper • 2402.12354 • Published • 6 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 21 -
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 12 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 66