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Collections including paper arxiv:2412.18925

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 38

gradientai/Llama-3-8B-Instruct-Gradient-1048k

Text Generation • 8B • Updated Oct 29, 2024 • 14.3k • 678
Are Your LLMs Capable of Stable Reasoning?

Paper • 2412.13147 • Published Dec 17, 2024 • 94
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation

Paper • 2412.11919 • Published Dec 16, 2024 • 36
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

Large Language Models Can Self-Improve in Long-context Reasoning

Paper • 2411.08147 • Published Nov 12, 2024 • 66
Reverse Thinking Makes LLMs Stronger Reasoners

Paper • 2411.19865 • Published Nov 29, 2024 • 23
Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 89
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

Interesting Papers

These papers are interesting (to me)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Paper • 2410.02740 • Published Oct 3, 2024 • 54
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 40
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25, 2024 • 121
EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24, 2024 • 29

parler-tts/parler_tts_mini_v0.1

Text-to-Speech • 0.6B • Updated Apr 30, 2024 • 3.74k • 357
mistralai/Mixtral-8x22B-Instruct-v0.1

141B • Updated Jul 24 • 45.3k • 737
meta-llama/Meta-Llama-3-8B-Instruct

Text Generation • 8B • Updated Jun 18 • 993k • • 4.26k
meta-llama/Meta-Llama-3-70B-Instruct

Text Generation • 71B • Updated Jun 18 • 502k • • 1.5k

GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
Multimodal Music Generation with Explicit Bridges and Retrieval Augmentation

Paper • 2412.09428 • Published Dec 12, 2024 • 7
BrushEdit: All-In-One Image Inpainting and Editing

Paper • 2412.10316 • Published Dec 13, 2024 • 35
FashionComposer: Compositional Fashion Image Generation

Paper • 2412.14168 • Published Dec 18, 2024 • 16

Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline

Paper • 2411.12814 • Published Nov 19, 2024 • 25
SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation

Paper • 2411.14525 • Published Nov 21, 2024 • 21
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities

Paper • 2412.04106 • Published Dec 4, 2024 • 6
PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion

Paper • 2412.17780 • Published Dec 23, 2024 • 5

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning

Paper • 2411.02337 • Published Nov 4, 2024 • 36
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models

Paper • 2411.04996 • Published Nov 7, 2024 • 51
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 68
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 47

Lecun galactica

facebook/galactica-120b

Text Generation • Updated Jan 24, 2023 • 625 • 156
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

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

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 38

GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 97
Multimodal Music Generation with Explicit Bridges and Retrieval Augmentation

Paper • 2412.09428 • Published Dec 12, 2024 • 7
BrushEdit: All-In-One Image Inpainting and Editing

Paper • 2412.10316 • Published Dec 13, 2024 • 35
FashionComposer: Compositional Fashion Image Generation

Paper • 2412.14168 • Published Dec 18, 2024 • 16

gradientai/Llama-3-8B-Instruct-Gradient-1048k

Text Generation • 8B • Updated Oct 29, 2024 • 14.3k • 678
Are Your LLMs Capable of Stable Reasoning?

Paper • 2412.13147 • Published Dec 17, 2024 • 94
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation

Paper • 2412.11919 • Published Dec 16, 2024 • 36
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline

Paper • 2411.12814 • Published Nov 19, 2024 • 25
SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation

Paper • 2411.14525 • Published Nov 21, 2024 • 21
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities

Paper • 2412.04106 • Published Dec 4, 2024 • 6
PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion

Paper • 2412.17780 • Published Dec 23, 2024 • 5

Large Language Models Can Self-Improve in Long-context Reasoning

Paper • 2411.08147 • Published Nov 12, 2024 • 66
Reverse Thinking Makes LLMs Stronger Reasoners

Paper • 2411.19865 • Published Nov 29, 2024 • 23
Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 89
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning

Paper • 2411.02337 • Published Nov 4, 2024 • 36
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models

Paper • 2411.04996 • Published Nov 7, 2024 • 51
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 68
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 47

Interesting Papers

These papers are interesting (to me)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Paper • 2410.02740 • Published Oct 3, 2024 • 54
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 40
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published Sep 25, 2024 • 121
EuroLLM: Multilingual Language Models for Europe

Paper • 2409.16235 • Published Sep 24, 2024 • 29

Lecun galactica

facebook/galactica-120b

Text Generation • Updated Jan 24, 2023 • 625 • 156
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 104

parler-tts/parler_tts_mini_v0.1

Text-to-Speech • 0.6B • Updated Apr 30, 2024 • 3.74k • 357
mistralai/Mixtral-8x22B-Instruct-v0.1

141B • Updated Jul 24 • 45.3k • 737
meta-llama/Meta-Llama-3-8B-Instruct

Text Generation • 8B • Updated Jun 18 • 993k • • 4.26k
meta-llama/Meta-Llama-3-70B-Instruct

Text Generation • 71B • Updated Jun 18 • 502k • • 1.5k

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

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