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Collections including paper arxiv:2406.12034

about 1 hour ago

FLAME: Factuality-Aware Alignment for Large Language Models

Paper • 2405.01525 • Published May 2, 2024 • 29
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Paper • 2405.14333 • Published May 23, 2024 • 42
Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 55
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer Architecture

Paper • 2405.18991 • Published May 29, 2024 • 12

Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Paper • 2406.12034 • Published Jun 17, 2024 • 16

Foundation AI Papers (II)

Iterative Reasoning Preference Optimization

Paper • 2404.19733 • Published Apr 30, 2024 • 50
Better & Faster Large Language Models via Multi-token Prediction

Paper • 2404.19737 • Published Apr 30, 2024 • 80
ORPO: Monolithic Preference Optimization without Reference Model

Paper • 2403.07691 • Published Mar 12, 2024 • 68
KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 114

Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Paper • 2403.09629 • Published Mar 14, 2024 • 79
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Paper • 2406.12034 • Published Jun 17, 2024 • 16
Mixture-of-Subspaces in Low-Rank Adaptation

Paper • 2406.11909 • Published Jun 16, 2024 • 3

PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models

Paper • 2402.08714 • Published Feb 13, 2024 • 15
Data Engineering for Scaling Language Models to 128K Context

Paper • 2402.10171 • Published Feb 15, 2024 • 26
RLVF: Learning from Verbal Feedback without Overgeneralization

Paper • 2402.10893 • Published Feb 16, 2024 • 12
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Paper • 2406.12034 • Published Jun 17, 2024 • 16
nvidia/Llama-3.1-Nemotron-70B-Instruct

Updated Apr 13 • 33 • 567
microsoft/phi-4

Text Generation • 15B • Updated Feb 24 • 1.16M • • 2.16k

Cognitive Architecture

Towards Modular LLMs by Building and Reusing a Library of LoRAs

Paper • 2405.11157 • Published May 18, 2024 • 32
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Paper • 2406.12034 • Published Jun 17, 2024 • 16
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs

Paper • 2407.04051 • Published Jul 4, 2024 • 40
OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published Sep 3, 2024 • 79

Running on CPU Upgrade

1.41k

1.41k

C4AI Command Models

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Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Paper • 2406.12034 • Published Jun 17, 2024 • 16

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 • 70

UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs

Paper • 2311.09257 • Published Nov 14, 2023 • 48
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Paper • 2310.04378 • Published Oct 6, 2023 • 21
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 45
Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 119

about 1 hour ago

FLAME: Factuality-Aware Alignment for Large Language Models

Paper • 2405.01525 • Published May 2, 2024 • 29
DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Paper • 2405.14333 • Published May 23, 2024 • 42
Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 55
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer Architecture

Paper • 2405.18991 • Published May 29, 2024 • 12

Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Paper • 2406.12034 • Published Jun 17, 2024 • 16
nvidia/Llama-3.1-Nemotron-70B-Instruct

Updated Apr 13 • 33 • 567
microsoft/phi-4

Text Generation • 15B • Updated Feb 24 • 1.16M • • 2.16k

Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Paper • 2406.12034 • Published Jun 17, 2024 • 16

Cognitive Architecture

Towards Modular LLMs by Building and Reusing a Library of LoRAs

Paper • 2405.11157 • Published May 18, 2024 • 32
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Paper • 2406.12034 • Published Jun 17, 2024 • 16
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs

Paper • 2407.04051 • Published Jul 4, 2024 • 40
OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published Sep 3, 2024 • 79

Foundation AI Papers (II)

Iterative Reasoning Preference Optimization

Paper • 2404.19733 • Published Apr 30, 2024 • 50
Better & Faster Large Language Models via Multi-token Prediction

Paper • 2404.19737 • Published Apr 30, 2024 • 80
ORPO: Monolithic Preference Optimization without Reference Model

Paper • 2403.07691 • Published Mar 12, 2024 • 68
KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 114

Running on CPU Upgrade

1.41k

1.41k

C4AI Command Models

🌟

Ask questions and get answers
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Paper • 2406.12034 • Published Jun 17, 2024 • 16

Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Paper • 2403.09629 • Published Mar 14, 2024 • 79
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts

Paper • 2406.12034 • Published Jun 17, 2024 • 16
Mixture-of-Subspaces in Low-Rank Adaptation

Paper • 2406.11909 • Published Jun 16, 2024 • 3

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 • 70

PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models

Paper • 2402.08714 • Published Feb 13, 2024 • 15
Data Engineering for Scaling Language Models to 128K Context

Paper • 2402.10171 • Published Feb 15, 2024 • 26
RLVF: Learning from Verbal Feedback without Overgeneralization

Paper • 2402.10893 • Published Feb 16, 2024 • 12
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs

Paper • 2311.09257 • Published Nov 14, 2023 • 48
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Paper • 2310.04378 • Published Oct 6, 2023 • 21
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 45
Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 119

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