Collection by
23 days ago
23 days ago
Collections
Discover the best community collections!
Collections including paper arxiv:2411.19865
Collection by
5 days ago
5 days ago
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Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
Paper • 2412.18319 • Published • 37 -
Token-Budget-Aware LLM Reasoning
Paper • 2412.18547 • Published • 46 -
Efficiently Serving LLM Reasoning Programs with Certaindex
Paper • 2412.20993 • Published • 36 -
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
Paper • 2412.17256 • Published • 46
Collection by
Dec 25, 2024
Dec 25, 2024
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RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
Paper • 2412.14922 • Published • 86 -
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
Paper • 2412.17256 • Published • 46 -
OpenAI o1 System Card
Paper • 2412.16720 • Published • 31 -
Revisiting In-Context Learning with Long Context Language Models
Paper • 2412.16926 • Published • 30
Collection by
Feb 3
Feb 3
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Video Creation by Demonstration
Paper • 2412.09551 • Published • 9 -
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
Paper • 2412.07589 • Published • 47 -
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
Paper • 2412.06531 • Published • 71 -
APOLLO: SGD-like Memory, AdamW-level Performance
Paper • 2412.05270 • Published • 38
Collection by
8 days ago
8 days ago
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Flowing from Words to Pixels: A Framework for Cross-Modality Evolution
Paper • 2412.15213 • Published • 26 -
No More Adam: Learning Rate Scaling at Initialization is All You Need
Paper • 2412.11768 • Published • 41 -
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
Paper • 2412.13663 • Published • 135 -
Autoregressive Video Generation without Vector Quantization
Paper • 2412.14169 • Published • 14
Collection by
Dec 9, 2024
Dec 9, 2024
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Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS
Paper • 2411.18478 • Published • 36 -
o1-Coder: an o1 Replication for Coding
Paper • 2412.00154 • Published • 44 -
A Simple and Provable Scaling Law for the Test-Time Compute of Large Language Models
Paper • 2411.19477 • Published • 6 -
Reverse Thinking Makes LLMs Stronger Reasoners
Paper • 2411.19865 • Published • 22
Collection by
25 days ago
25 days ago
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Large Language Diffusion Models
Paper • 2502.09992 • Published • 103 -
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
Paper • 2502.02737 • Published • 203 -
WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training
Paper • 2501.18511 • Published • 19 -
Qwen2.5 Technical Report
Paper • 2412.15115 • Published • 352
Collection by
16 days ago
16 days ago
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Large Language Models Can Self-Improve in Long-context Reasoning
Paper • 2411.08147 • Published • 64 -
Reverse Thinking Makes LLMs Stronger Reasoners
Paper • 2411.19865 • Published • 22 -
Training Large Language Models to Reason in a Continuous Latent Space
Paper • 2412.06769 • Published • 78 -
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
Paper • 2412.18925 • Published • 97
Collection by
15 days ago
15 days ago
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Rethinking Data Selection at Scale: Random Selection is Almost All You Need
Paper • 2410.09335 • Published • 17 -
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning
Paper • 2410.06456 • Published • 36 -
Emergent properties with repeated examples
Paper • 2410.07041 • Published • 8 -
Personalized Visual Instruction Tuning
Paper • 2410.07113 • Published • 70
Collection by
Jan 27
Jan 27
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Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
Paper • 2410.02740 • Published • 52 -
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging
Paper • 2410.01215 • Published • 32 -
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Paper • 2409.17146 • Published • 108 -
EuroLLM: Multilingual Language Models for Europe
Paper • 2409.16235 • Published • 26