Collection by 
Mar 24, 2024
Collections
Discover the best community collections!
Collections including paper arxiv:2403.11901
Collection by 
Mar 21, 2024
Collection by 
Mar 22
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Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset
Paper • 2403.09029 • Published • 57 -
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
Paper • 2403.12968 • Published • 26 -
RAFT: Adapting Language Model to Domain Specific RAG
Paper • 2403.10131 • Published • 72 -
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
Paper • 2403.09629 • Published • 81
Collection by 
Jun 4, 2024
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AtP*: An efficient and scalable method for localizing LLM behaviour to components
Paper • 2403.00745 • Published • 13 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 630 -
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT
Paper • 2402.16840 • Published • 24 -
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 116
Collection by 
Mar 5, 2025
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Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Paper • 2310.11511 • Published • 79 -
REST: Retrieval-Based Speculative Decoding
Paper • 2311.08252 • Published -
Active Retrieval Augmented Generation
Paper • 2305.06983 • Published • 3 -
Retrieval-Augmented Generation for Large Language Models: A Survey
Paper • 2312.10997 • Published • 12
Collection by 
Sep 24, 2024
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Larimar: Large Language Models with Episodic Memory Control
Paper • 2403.11901 • Published • 33 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 126 -
Imagine yourself: Tuning-Free Personalized Image Generation
Paper • 2409.13346 • Published • 69
Collection by 
May 1, 2024
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Larimar: Large Language Models with Episodic Memory Control
Paper • 2403.11901 • Published • 33 -
Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints
Paper • 2212.05055 • Published • 6 -
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models
Paper • 2404.02258 • Published • 107 -
Multi-Head Mixture-of-Experts
Paper • 2404.15045 • Published • 61
Collection by 
Jan 15, 2025
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ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
Paper • 2403.03853 • Published • 66 -
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
Paper • 2402.09025 • Published • 10 -
Shortened LLaMA: A Simple Depth Pruning for Large Language Models
Paper • 2402.02834 • Published • 17 -
Algorithmic progress in language models
Paper • 2403.05812 • Published • 19
Collection by 
Jan 14
-
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 116 -
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
Paper • 2403.09629 • Published • 81 -
Larimar: Large Language Models with Episodic Memory Control
Paper • 2403.11901 • Published • 33 -
Evolutionary Optimization of Model Merging Recipes
Paper • 2403.13187 • Published • 58
Collection by 
Mar 20, 2024
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Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster
Paper • 2311.08263 • Published • 16 -
Exponentially Faster Language Modelling
Paper • 2311.10770 • Published • 119 -
microsoft/Orca-2-13b
Text Generation • Updated • 920 • • 669 -
Memory Augmented Language Models through Mixture of Word Experts
Paper • 2311.10768 • Published • 18
Collection by Mar 24, 2024
Collection by Sep 24, 2024
-
Larimar: Large Language Models with Episodic Memory Control
Paper • 2403.11901 • Published • 33 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 126 -
Imagine yourself: Tuning-Free Personalized Image Generation
Paper • 2409.13346 • Published • 69
Collection by Mar 21, 2024
Collection by May 1, 2024
-
Larimar: Large Language Models with Episodic Memory Control
Paper • 2403.11901 • Published • 33 -
Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints
Paper • 2212.05055 • Published • 6 -
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models
Paper • 2404.02258 • Published • 107 -
Multi-Head Mixture-of-Experts
Paper • 2404.15045 • Published • 61
Collection by Mar 22
-
Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset
Paper • 2403.09029 • Published • 57 -
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
Paper • 2403.12968 • Published • 26 -
RAFT: Adapting Language Model to Domain Specific RAG
Paper • 2403.10131 • Published • 72 -
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
Paper • 2403.09629 • Published • 81
Collection by Jan 15, 2025
-
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
Paper • 2403.03853 • Published • 66 -
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
Paper • 2402.09025 • Published • 10 -
Shortened LLaMA: A Simple Depth Pruning for Large Language Models
Paper • 2402.02834 • Published • 17 -
Algorithmic progress in language models
Paper • 2403.05812 • Published • 19
Collection by Jun 4, 2024
-
AtP*: An efficient and scalable method for localizing LLM behaviour to components
Paper • 2403.00745 • Published • 13 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 630 -
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT
Paper • 2402.16840 • Published • 24 -
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 116
Collection by Jan 14
-
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 116 -
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
Paper • 2403.09629 • Published • 81 -
Larimar: Large Language Models with Episodic Memory Control
Paper • 2403.11901 • Published • 33 -
Evolutionary Optimization of Model Merging Recipes
Paper • 2403.13187 • Published • 58
Collection by Mar 5, 2025
-
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Paper • 2310.11511 • Published • 79 -
REST: Retrieval-Based Speculative Decoding
Paper • 2311.08252 • Published -
Active Retrieval Augmented Generation
Paper • 2305.06983 • Published • 3 -
Retrieval-Augmented Generation for Large Language Models: A Survey
Paper • 2312.10997 • Published • 12
Collection by Mar 20, 2024
-
Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster
Paper • 2311.08263 • Published • 16 -
Exponentially Faster Language Modelling
Paper • 2311.10770 • Published • 119 -
microsoft/Orca-2-13b
Text Generation • Updated • 920 • • 669 -
Memory Augmented Language Models through Mixture of Word Experts
Paper • 2311.10768 • Published • 18