Collection by
Feb 16, 2024
Feb 16, 2024
Collections
Discover the best community collections!
Collections including paper arxiv:2402.07043
Collection by
Feb 13, 2024
Feb 13, 2024
Collection by
Mar 6, 2024
Mar 6, 2024
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Scaling Laws for Downstream Task Performance of Large Language Models
Paper • 2402.04177 • Published • 18 -
A Tale of Tails: Model Collapse as a Change of Scaling Laws
Paper • 2402.07043 • Published • 14 -
Scaling Laws for Fine-Grained Mixture of Experts
Paper • 2402.07871 • Published • 12 -
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
Paper • 2402.17193 • Published • 24
Collection by
Mar 30, 2024
Mar 30, 2024
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Efficient Tool Use with Chain-of-Abstraction Reasoning
Paper • 2401.17464 • Published • 18 -
Transforming and Combining Rewards for Aligning Large Language Models
Paper • 2402.00742 • Published • 12 -
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Paper • 2402.03300 • Published • 79 -
Specialized Language Models with Cheap Inference from Limited Domain Data
Paper • 2402.01093 • Published • 46
Collection by
Nov 8, 2024
Nov 8, 2024
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YAYI 2: Multilingual Open-Source Large Language Models
Paper • 2312.14862 • Published • 14 -
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling
Paper • 2312.15166 • Published • 57 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 67 -
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Paper • 2401.06066 • Published • 46
Collection by
Mar 11, 2024
Mar 11, 2024
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Orca 2: Teaching Small Language Models How to Reason
Paper • 2311.11045 • Published • 73 -
ToolTalk: Evaluating Tool-Usage in a Conversational Setting
Paper • 2311.10775 • Published • 8 -
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
Paper • 2311.11077 • Published • 25 -
MultiLoRA: Democratizing LoRA for Better Multi-Task Learning
Paper • 2311.11501 • Published • 34
Collection by
Feb 14, 2024
Feb 14, 2024
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Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 37 -
EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation
Paper • 2310.08185 • Published • 7 -
The Consensus Game: Language Model Generation via Equilibrium Search
Paper • 2310.09139 • Published • 12 -
In-Context Pretraining: Language Modeling Beyond Document Boundaries
Paper • 2310.10638 • Published • 29