Collection by
Dec 24, 2024
Dec 24, 2024
Collections
Discover the best community collections!
Collections including paper arxiv:2412.06769
Collection by
11 days ago
11 days ago
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The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines
Paper • 2408.01050 • Published • 9 -
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Paper • 2408.03314 • Published • 57 -
Towards a Unified View of Preference Learning for Large Language Models: A Survey
Paper • 2409.02795 • Published • 72 -
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance
Paper • 2409.04593 • Published • 26
Collection by
about 19 hours ago
about 19 hours ago
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VILA^2: VILA Augmented VILA
Paper • 2407.17453 • Published • 40 -
Octopus v4: Graph of language models
Paper • 2404.19296 • Published • 117 -
Octo-planner: On-device Language Model for Planner-Action Agents
Paper • 2406.18082 • Published • 48 -
Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models
Paper • 2408.15518 • Published • 43
Collection by
Dec 17, 2024
Dec 17, 2024
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Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 39 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 105 -
MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
Paper • 2403.14624 • Published • 52 -
Chain of Thought Empowers Transformers to Solve Inherently Serial Problems
Paper • 2402.12875 • Published • 13
Collection by
Dec 11, 2024
Dec 11, 2024
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GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Paper • 2403.03507 • Published • 185 -
RAFT: Adapting Language Model to Domain Specific RAG
Paper • 2403.10131 • Published • 69 -
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Paper • 2403.13372 • Published • 69 -
InternLM2 Technical Report
Paper • 2403.17297 • Published • 31
Collection by
Dec 10, 2024
Dec 10, 2024
Collection by
30 days ago
30 days ago
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Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models
Paper • 2402.14848 • Published • 19 -
Teaching Large Language Models to Reason with Reinforcement Learning
Paper • 2403.04642 • Published • 47 -
How Far Are We from Intelligent Visual Deductive Reasoning?
Paper • 2403.04732 • Published • 21 -
Learning to Reason and Memorize with Self-Notes
Paper • 2305.00833 • Published • 5
Collection by
about 11 hours ago
about 11 hours ago
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LoRA+: Efficient Low Rank Adaptation of Large Models
Paper • 2402.12354 • Published • 6 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 21 -
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 13 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 69
Collection by
1 day ago
1 day ago
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A Close Look at Decomposition-based XAI-Methods for Transformer Language Models
Paper • 2502.15886 • Published • 1 -
We Can't Understand AI Using our Existing Vocabulary
Paper • 2502.07586 • Published • 10 -
Position-aware Automatic Circuit Discovery
Paper • 2502.04577 • Published • 1 -
Building Bridges, Not Walls -- Advancing Interpretability by Unifying Feature, Data, and Model Component Attribution
Paper • 2501.18887 • Published • 1
Collection by
2 days ago
2 days ago
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DocGraphLM: Documental Graph Language Model for Information Extraction
Paper • 2401.02823 • Published • 36 -
Understanding LLMs: A Comprehensive Overview from Training to Inference
Paper • 2401.02038 • Published • 64 -
DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 180 -
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration
Paper • 2309.01131 • Published • 1