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Papers - Critic Models

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Paper • 2305.11738 • Published May 19, 2023 • 9
Shepherd: A Critic for Language Model Generation

Paper • 2308.04592 • Published Aug 8, 2023 • 32
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning

Paper • 2402.14809 • Published Feb 22, 2024 • 3

Fluently (SDXL)

Fluently models based on SDXL

fluently/Fluently-XL-v1

Text-to-Image • 3B • Updated May 24, 2024 • 138 • 3
fluently/Fluently-XL-v2

Text-to-Image • 3B • Updated May 24, 2024 • 160 • 23
fluently/Fluently-XL-v3-inpainting

Image-to-Image • Updated May 24, 2024 • 294 • 10
fluently/Fluently-XL-v3-Lightning

Text-to-Image • 3B • Updated May 24, 2024 • 142 • 8

Papers - Agent - Memory

Cognitive Architectures for Language Agents

Paper • 2309.02427 • Published Sep 5, 2023 • 8
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25, 2024 • 73

Papers - Math - Derive New Math - Function Class

Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models

Paper • 2311.00871 • Published Nov 1, 2023 • 3

Papers - Training - Critic Model

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Paper • 2305.11738 • Published May 19, 2023 • 9
Shepherd: A Critic for Language Model Generation

Paper • 2308.04592 • Published Aug 8, 2023 • 32
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning

Paper • 2402.14809 • Published Feb 22, 2024 • 3
DRLC: Reinforcement Learning with Dense Rewards from LLM Critic

Paper • 2401.07382 • Published Jan 14, 2024 • 2

Papers - Fine-tuning - DPO

Refer to additional papers: https://link.springer.com/article/10.1007/s10994-014-5458-8 and https://link.springer.com/article/10.1007/BF00992696

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 74
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14, 2024 • 6
sDPO: Don't Use Your Data All at Once

Paper • 2403.19270 • Published Mar 28, 2024 • 36
Dueling RL: Reinforcement Learning with Trajectory Preferences

Paper • 2111.04850 • Published Nov 8, 2021 • 2

Fluently (SD1.5)

Fluently models based on SD1.5

fluently/Fluently-v1

Text-to-Image • 0.9B • Updated Mar 7, 2024 • 90 • 1
fluently/Fluently-v2

Text-to-Image • 0.9B • Updated Mar 7, 2024 • 73 • 1
fluently/Fluently-v2.5

Text-to-Image • 0.9B • Updated Mar 7, 2024 • 177 • 1
fluently/Fluently-v3-inpainting

Image-to-Image • 0.9B • Updated Mar 17, 2024 • 101 • 3

Papers - Agent - Architecture

Cognitive Architectures for Language Agents

Paper • 2309.02427 • Published Sep 5, 2023 • 8
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25, 2024 • 73
Scaling Instructable Agents Across Many Simulated Worlds

Paper • 2404.10179 • Published Mar 13, 2024 • 27

Papers - ICL - In-Context Learning

Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models

Paper • 2311.00871 • Published Nov 1, 2023 • 3
Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22, 2024 • 30
Data Distributional Properties Drive Emergent In-Context Learning in Transformers

Paper • 2205.05055 • Published Apr 22, 2022 • 2
Long-context LLMs Struggle with Long In-context Learning

Paper • 2404.02060 • Published Apr 2, 2024 • 35

Papers - Training - Critic Model

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Paper • 2305.11738 • Published May 19, 2023 • 9
Shepherd: A Critic for Language Model Generation

Paper • 2308.04592 • Published Aug 8, 2023 • 32
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning

Paper • 2402.14809 • Published Feb 22, 2024 • 3
DRLC: Reinforcement Learning with Dense Rewards from LLM Critic

Paper • 2401.07382 • Published Jan 14, 2024 • 2

Papers - Critic Models

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing

Paper • 2305.11738 • Published May 19, 2023 • 9
Shepherd: A Critic for Language Model Generation

Paper • 2308.04592 • Published Aug 8, 2023 • 32
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning

Paper • 2402.14809 • Published Feb 22, 2024 • 3

Papers - Fine-tuning - DPO

Refer to additional papers: https://link.springer.com/article/10.1007/s10994-014-5458-8 and https://link.springer.com/article/10.1007/BF00992696

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 74
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14, 2024 • 6
sDPO: Don't Use Your Data All at Once

Paper • 2403.19270 • Published Mar 28, 2024 • 36
Dueling RL: Reinforcement Learning with Trajectory Preferences

Paper • 2111.04850 • Published Nov 8, 2021 • 2

Fluently (SDXL)

Fluently models based on SDXL

fluently/Fluently-XL-v1

Text-to-Image • 3B • Updated May 24, 2024 • 138 • 3
fluently/Fluently-XL-v2

Text-to-Image • 3B • Updated May 24, 2024 • 160 • 23
fluently/Fluently-XL-v3-inpainting

Image-to-Image • Updated May 24, 2024 • 294 • 10
fluently/Fluently-XL-v3-Lightning

Text-to-Image • 3B • Updated May 24, 2024 • 142 • 8

Fluently (SD1.5)

Fluently models based on SD1.5

fluently/Fluently-v1

Text-to-Image • 0.9B • Updated Mar 7, 2024 • 90 • 1
fluently/Fluently-v2

Text-to-Image • 0.9B • Updated Mar 7, 2024 • 73 • 1
fluently/Fluently-v2.5

Text-to-Image • 0.9B • Updated Mar 7, 2024 • 177 • 1
fluently/Fluently-v3-inpainting

Image-to-Image • 0.9B • Updated Mar 17, 2024 • 101 • 3

Papers - Agent - Memory

Cognitive Architectures for Language Agents

Paper • 2309.02427 • Published Sep 5, 2023 • 8
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25, 2024 • 73

Papers - Agent - Architecture

Cognitive Architectures for Language Agents

Paper • 2309.02427 • Published Sep 5, 2023 • 8
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25, 2024 • 73
Scaling Instructable Agents Across Many Simulated Worlds

Paper • 2404.10179 • Published Mar 13, 2024 • 27

Papers - Math - Derive New Math - Function Class

Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models

Paper • 2311.00871 • Published Nov 1, 2023 • 3

Papers - ICL - In-Context Learning

Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models

Paper • 2311.00871 • Published Nov 1, 2023 • 3
Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22, 2024 • 30
Data Distributional Properties Drive Emergent In-Context Learning in Transformers

Paper • 2205.05055 • Published Apr 22, 2022 • 2
Long-context LLMs Struggle with Long In-context Learning

Paper • 2404.02060 • Published Apr 2, 2024 • 35

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