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Collections including paper arxiv:2502.12900

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 61
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 53
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 64

SoundCTM: Uniting Score-based and Consistency Models for Text-to-Sound Generation

Paper • 2405.18503 • Published May 28, 2024 • 9
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation

Paper • 2405.20289 • Published May 30, 2024 • 11
LiveSpeech: Low-Latency Zero-shot Text-to-Speech via Autoregressive Modeling of Audio Discrete Codes

Paper • 2406.02897 • Published Jun 5, 2024 • 16
Audio Mamba: Bidirectional State Space Model for Audio Representation Learning

Paper • 2406.03344 • Published Jun 5, 2024 • 22

Soundwave: Less is More for Speech-Text Alignment in LLMs

Paper • 2502.12900 • Published Feb 18, 2025 • 85

RL+reason model

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24, 2025 • 28
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27, 2025 • 31
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28, 2025 • 127
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

Vision Language Models

BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 27
TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Paper • 2404.12803 • Published Apr 19, 2024 • 30
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Paper • 2404.13013 • Published Apr 19, 2024 • 31
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Paper • 2404.06512 • Published Apr 9, 2024 • 31

RL+reason model

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24, 2025 • 28
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27, 2025 • 31
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28, 2025 • 127
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

Soundwave: Less is More for Speech-Text Alignment in LLMs

Paper • 2502.12900 • Published Feb 18, 2025 • 85

paper maybe useful

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Paper • 2502.08590 • Published Feb 12, 2025 • 43
Distillation Scaling Laws

Paper • 2502.08606 • Published Feb 12, 2025 • 48
Soundwave: Less is More for Speech-Text Alignment in LLMs

Paper • 2502.12900 • Published Feb 18, 2025 • 85
Alias-Free Latent Diffusion Models:Improving Fractional Shift Equivariance of Diffusion Latent Space

Paper • 2503.09419 • Published Mar 12, 2025 • 6

SoundCTM: Uniting Score-based and Consistency Models for Text-to-Sound Generation

Paper • 2405.18503 • Published May 28, 2024 • 9
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation

Paper • 2405.20289 • Published May 30, 2024 • 11
LiveSpeech: Low-Latency Zero-shot Text-to-Speech via Autoregressive Modeling of Audio Discrete Codes

Paper • 2406.02897 • Published Jun 5, 2024 • 16
Audio Mamba: Bidirectional State Space Model for Audio Representation Learning

Paper • 2406.03344 • Published Jun 5, 2024 • 22

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 8
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 24
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 61
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Paper • 2408.09174 • Published Aug 17, 2024 • 53
To Code, or Not To Code? Exploring Impact of Code in Pre-training

Paper • 2408.10914 • Published Aug 20, 2024 • 45
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published Aug 20, 2024 • 64

RL+reason model

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24, 2025 • 28
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27, 2025 • 31
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28, 2025 • 127
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

SoundCTM: Uniting Score-based and Consistency Models for Text-to-Sound Generation

Paper • 2405.18503 • Published May 28, 2024 • 9
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation

Paper • 2405.20289 • Published May 30, 2024 • 11
LiveSpeech: Low-Latency Zero-shot Text-to-Speech via Autoregressive Modeling of Audio Discrete Codes

Paper • 2406.02897 • Published Jun 5, 2024 • 16
Audio Mamba: Bidirectional State Space Model for Audio Representation Learning

Paper • 2406.03344 • Published Jun 5, 2024 • 22

Soundwave: Less is More for Speech-Text Alignment in LLMs

Paper • 2502.12900 • Published Feb 18, 2025 • 85

Soundwave: Less is More for Speech-Text Alignment in LLMs

Paper • 2502.12900 • Published Feb 18, 2025 • 85

paper maybe useful

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Paper • 2502.08590 • Published Feb 12, 2025 • 43
Distillation Scaling Laws

Paper • 2502.08606 • Published Feb 12, 2025 • 48
Soundwave: Less is More for Speech-Text Alignment in LLMs

Paper • 2502.12900 • Published Feb 18, 2025 • 85
Alias-Free Latent Diffusion Models:Improving Fractional Shift Equivariance of Diffusion Latent Space

Paper • 2503.09419 • Published Mar 12, 2025 • 6

RL+reason model

RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published Jan 24, 2025 • 28
Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27, 2025 • 31
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published Jan 28, 2025 • 127
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Paper • 2412.12098 • Published Dec 16, 2024 • 4

SoundCTM: Uniting Score-based and Consistency Models for Text-to-Sound Generation

Paper • 2405.18503 • Published May 28, 2024 • 9
DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation

Paper • 2405.20289 • Published May 30, 2024 • 11
LiveSpeech: Low-Latency Zero-shot Text-to-Speech via Autoregressive Modeling of Audio Discrete Codes

Paper • 2406.02897 • Published Jun 5, 2024 • 16
Audio Mamba: Bidirectional State Space Model for Audio Representation Learning

Paper • 2406.03344 • Published Jun 5, 2024 • 22

Vision Language Models

BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 27
TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Paper • 2404.12803 • Published Apr 19, 2024 • 30
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Paper • 2404.13013 • Published Apr 19, 2024 • 31
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

Paper • 2404.06512 • Published Apr 9, 2024 • 31

Large Language Model (LLM) and NLP related papers.

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 8
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 24
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 15
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

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