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Apr 8, 2024
Apr 8, 2024
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Collections including paper arxiv:2404.03683
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Apr 8, 2024
Apr 8, 2024
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Apr 8, 2024
Apr 8, 2024
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Apr 8, 2024
Apr 8, 2024
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Oct 17, 2024
Oct 17, 2024
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Can large language models explore in-context?
Paper • 2403.15371 • Published • 32 -
Advancing LLM Reasoning Generalists with Preference Trees
Paper • 2404.02078 • Published • 44 -
Long-context LLMs Struggle with Long In-context Learning
Paper • 2404.02060 • Published • 36 -
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences
Paper • 2404.03715 • Published • 61
Collection by
Jul 14, 2024
Jul 14, 2024
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BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text
Paper • 2403.18421 • Published • 23 -
Long-form factuality in large language models
Paper • 2403.18802 • Published • 25 -
stanford-crfm/BioMedLM
Text Generation • Updated • 1.69k • 408 -
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Paper • 2305.18290 • Published • 52
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May 6, 2024
May 6, 2024
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One-step Diffusion with Distribution Matching Distillation
Paper • 2311.18828 • Published • 3 -
The Unreasonable Ineffectiveness of the Deeper Layers
Paper • 2403.17887 • Published • 79 -
Condition-Aware Neural Network for Controlled Image Generation
Paper • 2404.01143 • Published • 12 -
Locating and Editing Factual Associations in GPT
Paper • 2202.05262 • Published • 1
Collection by
30 days ago
30 days ago
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Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
Paper • 2310.20587 • Published • 16 -
SELF: Language-Driven Self-Evolution for Large Language Model
Paper • 2310.00533 • Published • 2 -
QLoRA: Efficient Finetuning of Quantized LLMs
Paper • 2305.14314 • Published • 48 -
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper • 2309.14717 • Published • 44
Collection by
Sep 9, 2024
Sep 9, 2024
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Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
Paper • 2402.19427 • Published • 53 -
Beyond Language Models: Byte Models are Digital World Simulators
Paper • 2402.19155 • Published • 50 -
StarCoder 2 and The Stack v2: The Next Generation
Paper • 2402.19173 • Published • 137 -
Simple linear attention language models balance the recall-throughput tradeoff
Paper • 2402.18668 • Published • 19
Collection by
Jun 15, 2024
Jun 15, 2024
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Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Paper • 2310.04406 • Published • 8 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 105 -
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization
Paper • 2402.09320 • Published • 6 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 115