TinyLlama: An Open-Source Small Language Model
Paper
• 2401.02385 • Published
• 95
LLMs
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MM-LLMs: Recent Advances in MultiModal Large Language Models
Paper • 2401.13601 • Published • 48 -
SliceGPT: Compress Large Language Models by Deleting Rows and Columns
Paper • 2401.15024 • Published • 73 -
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling
Paper • 2401.16380 • Published • 51 -
Weaver: Foundation Models for Creative Writing
Paper • 2401.17268 • Published • 45 -
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
Paper • 2402.00159 • Published • 65 -
BlackMamba: Mixture of Experts for State-Space Models
Paper • 2402.01771 • Published • 25 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 109 -
Nomic Embed: Training a Reproducible Long Context Text Embedder
Paper • 2402.01613 • Published • 15 -
OLMo: Accelerating the Science of Language Models
Paper • 2402.00838 • Published • 85 -
SPAR: Personalized Content-Based Recommendation via Long Engagement Attention
Paper • 2402.10555 • Published • 35 -
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 116 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 627 -
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Paper • 2403.05530 • Published • 65 -
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
Paper • 2403.09611 • Published • 129 -
LLM Agent Operating System
Paper • 2403.16971 • Published • 73 -
RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
Paper • 2404.07839 • Published • 48 -
Understanding the planning of LLM agents: A survey
Paper • 2402.02716 • Published • 1 -
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Paper • 2201.11903 • Published • 15 -
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace
Paper • 2303.17580 • Published • 15 -
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework
Paper • 2404.14619 • Published • 126 -
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Paper • 2405.01535 • Published • 124 -
Better & Faster Large Language Models via Multi-token Prediction
Paper • 2404.19737 • Published • 81 -
Octopus v4: Graph of language models
Paper • 2404.19296 • Published • 118 -
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
Paper • 2407.03320 • Published • 94 -
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Paper • 2404.14219 • Published • 259 -
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report
Paper • 2405.00732 • Published • 122 -
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Paper • 2405.04434 • Published • 25 -
Large Language Diffusion Models
Paper • 2502.09992 • Published • 126 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 509