Collection by
Jan 20
Jan 20
Collections
Discover the best community collections!
Collections including paper arxiv:2401.10020
Collection by
23 days ago
23 days ago
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Multilingual Instruction Tuning With Just a Pinch of Multilinguality
Paper • 2401.01854 • Published • 9 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 51 -
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
Paper • 2401.01325 • Published • 25 -
Improving Text Embeddings with Large Language Models
Paper • 2401.00368 • Published • 77
Collection by
Jan 29
Jan 29
Collection by
14 days ago
14 days ago
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Improving Text Embeddings with Large Language Models
Paper • 2401.00368 • Published • 77 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 51 -
DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 176 -
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Paper • 2312.11514 • Published • 255
Collection by
Apr 28
Apr 28
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Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Paper • 2312.09390 • Published • 32 -
OneLLM: One Framework to Align All Modalities with Language
Paper • 2312.03700 • Published • 20 -
Generative Multimodal Models are In-Context Learners
Paper • 2312.13286 • Published • 32 -
The LLM Surgeon
Paper • 2312.17244 • Published • 9
Collection by
Apr 17
Apr 17
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Self-Rewarding Language Models
Paper • 2401.10020 • Published • 135 -
BitNet: Scaling 1-bit Transformers for Large Language Models
Paper • 2310.11453 • Published • 94 -
ReFT: Representation Finetuning for Language Models
Paper • 2404.03592 • Published • 76 -
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Paper • 2312.11514 • Published • 255
Collection by
about 14 hours ago
about 14 hours ago
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A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions
Paper • 2312.08578 • Published • 15 -
ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks
Paper • 2312.08583 • Published • 9 -
Vision-Language Models as a Source of Rewards
Paper • 2312.09187 • Published • 10 -
StemGen: A music generation model that listens
Paper • 2312.08723 • Published • 45
Collection by
Jan 20
Jan 20
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Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Paper • 2312.06585 • Published • 26 -
Enable Language Models to Implicitly Learn Self-Improvement From Data
Paper • 2310.00898 • Published • 21 -
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
Paper • 2312.10003 • Published • 32 -
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
Paper • 2401.01335 • Published • 61
Collection by
Apr 21
Apr 21
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The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs
Paper • 2210.14986 • Published • 4 -
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2
Paper • 2311.10702 • Published • 17 -
Large Language Models as Optimizers
Paper • 2309.03409 • Published • 72 -
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Paper • 2309.04269 • Published • 29
Collection by
Apr 12
Apr 12
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Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Paper • 2305.18290 • Published • 38 -
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training
Paper • 2306.01693 • Published • 2 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 135 -
Secrets of RLHF in Large Language Models Part II: Reward Modeling
Paper • 2401.06080 • Published • 23