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Collections including paper arxiv:2407.14679

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 156
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 59
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 49

Knowledge Distillation

shayekh/aya8b-distillkit-hidden

Updated Aug 11, 2024 • 1
shayekh/aya8b-distillkit-logits

Updated Aug 11, 2024
AhmadMustafa/distAyaQwen

0.6B • Updated Aug 11, 2024 • 7 • 1
Less is More: Task-aware Layer-wise Distillation for Language Model Compression

Paper • 2210.01351 • Published Oct 4, 2022 • 4

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression

Paper • 2403.12968 • Published Mar 19, 2024 • 25
PERL: Parameter Efficient Reinforcement Learning from Human Feedback

Paper • 2403.10704 • Published Mar 15, 2024 • 60
Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations

Paper • 2403.09704 • Published Mar 8, 2024 • 32
RAFT: Adapting Language Model to Domain Specific RAG

Paper • 2403.10131 • Published Mar 15, 2024 • 72

Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published Jul 19, 2024 • 43

Fast Matrix Multiplications for Lookup Table-Quantized LLMs

Paper • 2407.10960 • Published Jul 15, 2024 • 13
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities

Paper • 2407.14482 • Published Jul 19, 2024 • 26
EVLM: An Efficient Vision-Language Model for Visual Understanding

Paper • 2407.14177 • Published Jul 19, 2024 • 44
Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Paper • 2407.15017 • Published Jul 22, 2024 • 34

0xb2f264fdd8a28748cb3c6a748127009fec56cba3

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 61
Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting

Paper • 2603.25745 • Published Mar 26 • 17
HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds

Paper • 2604.14268 • Published Apr 15 • 127
Easy3E: Feed-Forward 3D Asset Editing via Rectified Voxel Flow

Paper • 2602.21499 • Published Mar 22 • 1

Model Compression

Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published Jul 19, 2024 • 43

Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published Jul 19, 2024 • 43

MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models

Paper • 2407.10953 • Published Jul 15, 2024 • 5
Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published Jul 19, 2024 • 43
SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages

Paper • 2407.19672 • Published Jul 29, 2024 • 57

How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15, 2024 • 43
SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26, 2024 • 73
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning

Paper • 2407.07523 • Published Jul 10, 2024 • 6
Spectra: A Comprehensive Study of Ternary, Quantized, and FP16 Language Models

Paper • 2407.12327 • Published Jul 17, 2024 • 79

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 156
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20, 2024 • 14
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 59
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 49

0xb2f264fdd8a28748cb3c6a748127009fec56cba3

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 61
Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting

Paper • 2603.25745 • Published Mar 26 • 17
HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds

Paper • 2604.14268 • Published Apr 15 • 127
Easy3E: Feed-Forward 3D Asset Editing via Rectified Voxel Flow

Paper • 2602.21499 • Published Mar 22 • 1

Knowledge Distillation

shayekh/aya8b-distillkit-hidden

Updated Aug 11, 2024 • 1
shayekh/aya8b-distillkit-logits

Updated Aug 11, 2024
AhmadMustafa/distAyaQwen

0.6B • Updated Aug 11, 2024 • 7 • 1
Less is More: Task-aware Layer-wise Distillation for Language Model Compression

Paper • 2210.01351 • Published Oct 4, 2022 • 4

Model Compression

Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published Jul 19, 2024 • 43

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression

Paper • 2403.12968 • Published Mar 19, 2024 • 25
PERL: Parameter Efficient Reinforcement Learning from Human Feedback

Paper • 2403.10704 • Published Mar 15, 2024 • 60
Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations

Paper • 2403.09704 • Published Mar 8, 2024 • 32
RAFT: Adapting Language Model to Domain Specific RAG

Paper • 2403.10131 • Published Mar 15, 2024 • 72

Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published Jul 19, 2024 • 43

Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published Jul 19, 2024 • 43

MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models

Paper • 2407.10953 • Published Jul 15, 2024 • 5
Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published Jul 19, 2024 • 43
SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages

Paper • 2407.19672 • Published Jul 29, 2024 • 57

Fast Matrix Multiplications for Lookup Table-Quantized LLMs

Paper • 2407.10960 • Published Jul 15, 2024 • 13
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities

Paper • 2407.14482 • Published Jul 19, 2024 • 26
EVLM: An Efficient Vision-Language Model for Visual Understanding

Paper • 2407.14177 • Published Jul 19, 2024 • 44
Knowledge Mechanisms in Large Language Models: A Survey and Perspective

Paper • 2407.15017 • Published Jul 22, 2024 • 34

How to Train Data-Efficient LLMs

Paper • 2402.09668 • Published Feb 15, 2024 • 43
SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26, 2024 • 73
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning

Paper • 2407.07523 • Published Jul 10, 2024 • 6
Spectra: A Comprehensive Study of Ternary, Quantized, and FP16 Language Models

Paper • 2407.12327 • Published Jul 17, 2024 • 79

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