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Collections including paper arXiv:2412.15115

foundation_models

Apple Intelligence Foundation Language Models

Paper • 2407.21075 • Published Jul 29, 2024 • 5
The Llama 3 Herd of Models

Paper • 2407.21783 • Published Jul 31, 2024 • 116
Nemotron-4 340B Technical Report

Paper • 2406.11704 • Published Jun 17, 2024
Gemma 2: Improving Open Language Models at a Practical Size

Paper • 2408.00118 • Published Jul 31, 2024 • 79

Papers - Encodings - Rotary - RoPE

The Impact of Positional Encoding on Length Generalization in Transformers

Paper • 2305.19466 • Published May 31, 2023 • 2
Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15, 2024 • 166
Round and Round We Go! What makes Rotary Positional Encodings useful?

Paper • 2410.06205 • Published Oct 8, 2024 • 2
ThunderKittens: Simple, Fast, and Adorable AI Kernels

Paper • 2410.20399 • Published Oct 27, 2024 • 2

Papers - Qwen - Report

Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 37
Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 376

Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts

Paper • 2009.10622 • Published Sep 22, 2020 • 1
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Paper • 2401.15947 • Published Jan 29, 2024 • 53
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8, 2024 • 73
MoE-Infinity: Activation-Aware Expert Offloading for Efficient MoE Serving

Paper • 2401.14361 • Published Jan 25, 2024 • 2

AnimateLCM: Accelerating the Animation of Personalized Diffusion Models and Adapters with Decoupled Consistency Learning

Paper • 2402.00769 • Published Feb 1, 2024 • 22
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 87
LongAlign: A Recipe for Long Context Alignment of Large Language Models

Paper • 2401.18058 • Published Jan 31, 2024 • 22
Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 21

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Paper • 2405.08748 • Published May 14, 2024 • 24
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection

Paper • 2405.10300 • Published May 16, 2024 • 30
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16, 2024 • 131
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Paper • 2405.11143 • Published May 20, 2024 • 41

To read... eventually

A collection of papers that i have read or plan to read all in one place. Includes a wide range of topics.

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Paper • 2403.09611 • Published Mar 14, 2024 • 129
Evolutionary Optimization of Model Merging Recipes

Paper • 2403.13187 • Published Mar 19, 2024 • 58
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Paper • 2402.03766 • Published Feb 6, 2024 • 15
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25, 2024 • 72

Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 37
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities

Paper • 2308.12966 • Published Aug 24, 2023 • 11
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Paper • 2311.07919 • Published Nov 14, 2023 • 10
Audio Dialogues: Dialogues dataset for audio and music understanding

Paper • 2404.07616 • Published Apr 11, 2024 • 16

Beyond Language Models: Byte Models are Digital World Simulators

Paper • 2402.19155 • Published Feb 29, 2024 • 53
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

Paper • 2402.19427 • Published Feb 29, 2024 • 56
VisionLLaMA: A Unified LLaMA Interface for Vision Tasks

Paper • 2403.00522 • Published Mar 1, 2024 • 46
Resonance RoPE: Improving Context Length Generalization of Large Language Models

Paper • 2403.00071 • Published Feb 29, 2024 • 24

openchat/openchat-3.5-1210

Text Generation • 7B • Updated May 18, 2024 • 3.01k • 279
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8, 2024 • 73
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Paper • 2402.03300 • Published Feb 5, 2024 • 130
Babelscape/rebel-large

0.4B • Updated Jun 20, 2023 • 34.8k • 230

foundation_models

Apple Intelligence Foundation Language Models

Paper • 2407.21075 • Published Jul 29, 2024 • 5
The Llama 3 Herd of Models

Paper • 2407.21783 • Published Jul 31, 2024 • 116
Nemotron-4 340B Technical Report

Paper • 2406.11704 • Published Jun 17, 2024
Gemma 2: Improving Open Language Models at a Practical Size

Paper • 2408.00118 • Published Jul 31, 2024 • 79

Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Paper • 2405.08748 • Published May 14, 2024 • 24
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection

Paper • 2405.10300 • Published May 16, 2024 • 30
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16, 2024 • 131
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Paper • 2405.11143 • Published May 20, 2024 • 41

Papers - Encodings - Rotary - RoPE

The Impact of Positional Encoding on Length Generalization in Transformers

Paper • 2305.19466 • Published May 31, 2023 • 2
Qwen2 Technical Report

Paper • 2407.10671 • Published Jul 15, 2024 • 166
Round and Round We Go! What makes Rotary Positional Encodings useful?

Paper • 2410.06205 • Published Oct 8, 2024 • 2
ThunderKittens: Simple, Fast, and Adorable AI Kernels

Paper • 2410.20399 • Published Oct 27, 2024 • 2

To read... eventually

A collection of papers that i have read or plan to read all in one place. Includes a wide range of topics.

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Paper • 2403.09611 • Published Mar 14, 2024 • 129
Evolutionary Optimization of Model Merging Recipes

Paper • 2403.13187 • Published Mar 19, 2024 • 58
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Paper • 2402.03766 • Published Feb 6, 2024 • 15
LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25, 2024 • 72

Papers - Qwen - Report

Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 37
Qwen2.5 Technical Report

Paper • 2412.15115 • Published Dec 19, 2024 • 376

Qwen Technical Report

Paper • 2309.16609 • Published Sep 28, 2023 • 37
Qwen-VL: A Frontier Large Vision-Language Model with Versatile Abilities

Paper • 2308.12966 • Published Aug 24, 2023 • 11
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Paper • 2311.07919 • Published Nov 14, 2023 • 10
Audio Dialogues: Dialogues dataset for audio and music understanding

Paper • 2404.07616 • Published Apr 11, 2024 • 16

Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts

Paper • 2009.10622 • Published Sep 22, 2020 • 1
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Paper • 2401.15947 • Published Jan 29, 2024 • 53
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8, 2024 • 73
MoE-Infinity: Activation-Aware Expert Offloading for Efficient MoE Serving

Paper • 2401.14361 • Published Jan 25, 2024 • 2

Beyond Language Models: Byte Models are Digital World Simulators

Paper • 2402.19155 • Published Feb 29, 2024 • 53
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

Paper • 2402.19427 • Published Feb 29, 2024 • 56
VisionLLaMA: A Unified LLaMA Interface for Vision Tasks

Paper • 2403.00522 • Published Mar 1, 2024 • 46
Resonance RoPE: Improving Context Length Generalization of Large Language Models

Paper • 2403.00071 • Published Feb 29, 2024 • 24

AnimateLCM: Accelerating the Animation of Personalized Diffusion Models and Adapters with Decoupled Consistency Learning

Paper • 2402.00769 • Published Feb 1, 2024 • 22
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 87
LongAlign: A Recipe for Long Context Alignment of Large Language Models

Paper • 2401.18058 • Published Jan 31, 2024 • 22
Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 21

openchat/openchat-3.5-1210

Text Generation • 7B • Updated May 18, 2024 • 3.01k • 279
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8, 2024 • 73
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Paper • 2402.03300 • Published Feb 5, 2024 • 130
Babelscape/rebel-large

0.4B • Updated Jun 20, 2023 • 34.8k • 230

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