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Jan 16, 2025
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Discover the best community collections!
Collections including paper arxiv:2406.12034
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Mar 27, 2025
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Towards Modular LLMs by Building and Reusing a Library of LoRAs
Paper • 2405.11157 • Published • 31 -
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
Paper • 2406.12034 • Published • 16 -
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs
Paper • 2407.04051 • Published • 40 -
OLMoE: Open Mixture-of-Experts Language Models
Paper • 2409.02060 • Published • 78
Collection by
Jul 23, 2024
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Iterative Reasoning Preference Optimization
Paper • 2404.19733 • Published • 49 -
Better & Faster Large Language Models via Multi-token Prediction
Paper • 2404.19737 • Published • 81 -
ORPO: Monolithic Preference Optimization without Reference Model
Paper • 2403.07691 • Published • 72 -
KAN: Kolmogorov-Arnold Networks
Paper • 2404.19756 • Published • 116
Collection by
Jun 24, 2024
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Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
Paper • 2403.09629 • Published • 79 -
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
Paper • 2406.12034 • Published • 16 -
Mixture-of-Subspaces in Low-Rank Adaptation
Paper • 2406.11909 • Published • 3
Collection by
Feb 11, 2025
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PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models
Paper • 2402.08714 • Published • 15 -
Data Engineering for Scaling Language Models to 128K Context
Paper • 2402.10171 • Published • 25 -
RLVF: Learning from Verbal Feedback without Overgeneralization
Paper • 2402.10893 • Published • 12 -
Coercing LLMs to do and reveal (almost) anything
Paper • 2402.14020 • Published • 13
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Jun 24, 2024
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Dec 25, 2025
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FLAME: Factuality-Aware Alignment for Large Language Models
Paper • 2405.01525 • Published • 29 -
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
Paper • 2405.14333 • Published • 43 -
Transformers Can Do Arithmetic with the Right Embeddings
Paper • 2405.17399 • Published • 54 -
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer Architecture
Paper • 2405.18991 • Published • 12
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Jun 22, 2024
Collection by
5 days ago
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LoRA+: Efficient Low Rank Adaptation of Large Models
Paper • 2402.12354 • Published • 7 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 23 -
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 15 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 69
Collection by
Feb 28, 2025
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UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
Paper • 2311.09257 • Published • 47 -
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
Paper • 2310.04378 • Published • 22 -
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper • 2309.14717 • Published • 46 -
Exponentially Faster Language Modelling
Paper • 2311.10770 • Published • 119
Collection by
Jan 16, 2025
Collection by
Jun 24, 2024
Collection by
Mar 27, 2025
-
Towards Modular LLMs by Building and Reusing a Library of LoRAs
Paper • 2405.11157 • Published • 31 -
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
Paper • 2406.12034 • Published • 16 -
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs
Paper • 2407.04051 • Published • 40 -
OLMoE: Open Mixture-of-Experts Language Models
Paper • 2409.02060 • Published • 78
Collection by
Dec 25, 2025
-
FLAME: Factuality-Aware Alignment for Large Language Models
Paper • 2405.01525 • Published • 29 -
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
Paper • 2405.14333 • Published • 43 -
Transformers Can Do Arithmetic with the Right Embeddings
Paper • 2405.17399 • Published • 54 -
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer Architecture
Paper • 2405.18991 • Published • 12
Collection by
Jul 23, 2024
-
Iterative Reasoning Preference Optimization
Paper • 2404.19733 • Published • 49 -
Better & Faster Large Language Models via Multi-token Prediction
Paper • 2404.19737 • Published • 81 -
ORPO: Monolithic Preference Optimization without Reference Model
Paper • 2403.07691 • Published • 72 -
KAN: Kolmogorov-Arnold Networks
Paper • 2404.19756 • Published • 116
Collection by
Jun 22, 2024
Collection by
Jun 24, 2024
-
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
Paper • 2403.09629 • Published • 79 -
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
Paper • 2406.12034 • Published • 16 -
Mixture-of-Subspaces in Low-Rank Adaptation
Paper • 2406.11909 • Published • 3
Collection by
5 days ago
-
LoRA+: Efficient Low Rank Adaptation of Large Models
Paper • 2402.12354 • Published • 7 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 23 -
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 15 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 69
Collection by
Feb 11, 2025
-
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models
Paper • 2402.08714 • Published • 15 -
Data Engineering for Scaling Language Models to 128K Context
Paper • 2402.10171 • Published • 25 -
RLVF: Learning from Verbal Feedback without Overgeneralization
Paper • 2402.10893 • Published • 12 -
Coercing LLMs to do and reveal (almost) anything
Paper • 2402.14020 • Published • 13
Collection by
Feb 28, 2025
-
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
Paper • 2311.09257 • Published • 47 -
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
Paper • 2310.04378 • Published • 22 -
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper • 2309.14717 • Published • 46 -
Exponentially Faster Language Modelling
Paper • 2311.10770 • Published • 119