Attention Is All You Need
Paper • 1706.03762 • Published • 115
LLMs
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 26 -
RoBERTa: A Robustly Optimized BERT Pretraining Approach
Paper • 1907.11692 • Published • 10 -
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Paper • 1910.01108 • Published • 22 -
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Paper • 1910.10683 • Published • 17 -
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
Paper • 2101.03961 • Published • 13 -
Finetuned Language Models Are Zero-Shot Learners
Paper • 2109.01652 • Published • 5 -
Multitask Prompted Training Enables Zero-Shot Task Generalization
Paper • 2110.08207 • Published • 2 -
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
Paper • 2112.06905 • Published • 2 -
Scaling Language Models: Methods, Analysis & Insights from Training Gopher
Paper • 2112.11446 • Published • 1 -
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Paper • 2201.11903 • Published • 15 -
LaMDA: Language Models for Dialog Applications
Paper • 2201.08239 • Published • 5 -
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model
Paper • 2201.11990 • Published • 1 -
Training language models to follow instructions with human feedback
Paper • 2203.02155 • Published • 24 -
PaLM: Scaling Language Modeling with Pathways
Paper • 2204.02311 • Published • 3 -
Training Compute-Optimal Large Language Models
Paper • 2203.15556 • Published • 11 -
OPT: Open Pre-trained Transformer Language Models
Paper • 2205.01068 • Published • 2 -
UL2: Unifying Language Learning Paradigms
Paper • 2205.05131 • Published • 5 -
Language Models are General-Purpose Interfaces
Paper • 2206.06336 • Published • 1 -
Improving alignment of dialogue agents via targeted human judgements
Paper • 2209.14375 • Published -
Scaling Instruction-Finetuned Language Models
Paper • 2210.11416 • Published • 8 -
GLM-130B: An Open Bilingual Pre-trained Model
Paper • 2210.02414 • Published • 3 -
Holistic Evaluation of Language Models
Paper • 2211.09110 • Published • 1 -
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
Paper • 2211.05100 • Published • 37 -
Galactica: A Large Language Model for Science
Paper • 2211.09085 • Published • 4 -
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization
Paper • 2212.12017 • Published • 1 -
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
Paper • 2301.13688 • Published • 10 -
LLaMA: Open and Efficient Foundation Language Models
Paper • 2302.13971 • Published • 21 -
PaLM-E: An Embodied Multimodal Language Model
Paper • 2303.03378 • Published -
GPT-4 Technical Report
Paper • 2303.08774 • Published • 7 -
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
Paper • 2304.01373 • Published • 9 -
PaLM 2 Technical Report
Paper • 2305.10403 • Published • 8 -
RWKV: Reinventing RNNs for the Transformer Era
Paper • 2305.13048 • Published • 21 -
Llama 2: Open Foundation and Fine-Tuned Chat Models
Paper • 2307.09288 • Published • 250 -
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Paper • 2312.00752 • Published • 150 -
Orca: Progressive Learning from Complex Explanation Traces of GPT-4
Paper • 2306.02707 • Published • 51 -
Textbooks Are All You Need
Paper • 2306.11644 • Published • 154 -
Textbooks Are All You Need II: phi-1.5 technical report
Paper • 2309.05463 • Published • 89 -
Mistral 7B
Paper • 2310.06825 • Published • 58 -
PaLI-3 Vision Language Models: Smaller, Faster, Stronger
Paper • 2310.09199 • Published • 28 -
Zephyr: Direct Distillation of LM Alignment
Paper • 2310.16944 • Published • 123 -
CodeFusion: A Pre-trained Diffusion Model for Code Generation
Paper • 2310.17680 • Published • 74 -
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
Paper • 2311.05437 • Published • 51 -
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
Paper • 2311.16079 • Published • 19 -
SeaLLMs -- Large Language Models for Southeast Asia
Paper • 2312.00738 • Published • 25 -
Kandinsky 3.0 Technical Report
Paper • 2312.03511 • Published • 45 -
Large Language Models for Mathematicians
Paper • 2312.04556 • Published • 12 -
FLM-101B: An Open LLM and How to Train It with $100K Budget
Paper • 2309.03852 • Published • 45 -
XGen-7B Technical Report
Paper • 2309.03450 • Published • 8 -
Baichuan 2: Open Large-scale Language Models
Paper • 2309.10305 • Published • 22 -
Qwen Technical Report
Paper • 2309.16609 • Published • 38 -
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch
Paper • 2309.10706 • Published • 17 -
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Paper • 2310.09478 • Published • 21 -
Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models
Paper • 2308.13437 • Published • 4 -
InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4
Paper • 2308.12067 • Published • 4 -
JudgeLM: Fine-tuned Large Language Models are Scalable Judges
Paper • 2310.17631 • Published • 35 -
ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation
Paper • 2311.00272 • Published • 11 -
ChipNeMo: Domain-Adapted LLMs for Chip Design
Paper • 2311.00176 • Published • 9 -
CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model
Paper • 2310.06266 • Published • 2 -
Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models
Paper • 2312.04724 • Published • 21 -
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling
Paper • 2312.15166 • Published • 61 -
Generative Multimodal Models are In-Context Learners
Paper • 2312.13286 • Published • 36 -
Code Llama: Open Foundation Models for Code
Paper • 2308.12950 • Published • 29 -
Unsupervised Cross-lingual Representation Learning at Scale
Paper • 1911.02116 • Published • 4 -
YAYI 2: Multilingual Open-Source Large Language Models
Paper • 2312.14862 • Published • 14 -
Mini-GPTs: Efficient Large Language Models through Contextual Pruning
Paper • 2312.12682 • Published • 9 -
Gemini: A Family of Highly Capable Multimodal Models
Paper • 2312.11805 • Published • 48 -
LLM360: Towards Fully Transparent Open-Source LLMs
Paper • 2312.06550 • Published • 57 -
WizardLM: Empowering Large Language Models to Follow Complex Instructions
Paper • 2304.12244 • Published • 13 -
The Falcon Series of Open Language Models
Paper • 2311.16867 • Published • 14 -
Clinical Camel: An Open-Source Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding
Paper • 2305.12031 • Published • 5 -
ChatDoctor: A Medical Chat Model Fine-tuned on LLaMA Model using Medical Domain Knowledge
Paper • 2303.14070 • Published • 10 -
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
Paper • 2306.00890 • Published • 14 -
BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights
Paper • 2311.16075 • Published • 6 -
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model
Paper • 2311.11564 • Published • 1 -
ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences
Paper • 2311.06025 • Published • 1 -
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
Paper • 2310.07276 • Published • 5 -
BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition
Paper • 2308.08625 • Published • 2 -
BioCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval
Paper • 2307.00589 • Published • 1 -
Radiology-GPT: A Large Language Model for Radiology
Paper • 2306.08666 • Published • 2 -
BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks
Paper • 2305.17100 • Published • 2 -
Dr. LLaMA: Improving Small Language Models in Domain-Specific QA via Generative Data Augmentation
Paper • 2305.07804 • Published • 2 -
Llemma: An Open Language Model For Mathematics
Paper • 2310.10631 • Published • 57 -
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model
Paper • 2309.11568 • Published • 11 -
Skywork: A More Open Bilingual Foundation Model
Paper • 2310.19341 • Published • 6 -
SkyMath: Technical Report
Paper • 2310.16713 • Published • 2 -
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
Paper • 2309.12284 • Published • 19 -
UT5: Pretraining Non autoregressive T5 with unrolled denoising
Paper • 2311.08552 • Published • 8 -
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
Paper • 2312.11370 • Published • 20 -
Language Is Not All You Need: Aligning Perception with Language Models
Paper • 2302.14045 • Published -
PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing
Paper • 2303.10845 • Published • 3 -
BloombergGPT: A Large Language Model for Finance
Paper • 2303.17564 • Published • 31 -
PMC-LLaMA: Towards Building Open-source Language Models for Medicine
Paper • 2304.14454 • Published -
StarCoder: may the source be with you!
Paper • 2305.06161 • Published • 33 -
OctoPack: Instruction Tuning Code Large Language Models
Paper • 2308.07124 • Published • 32 -
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones
Paper • 2312.16862 • Published • 31 -
GeoGalactica: A Scientific Large Language Model in Geoscience
Paper • 2401.00434 • Published • 9 -
TinyLlama: An Open-Source Small Language Model
Paper • 2401.02385 • Published • 95 -
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
Paper • 2401.02954 • Published • 53 -
Mixtral of Experts
Paper • 2401.04088 • Published • 160 -
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts
Paper • 2401.04081 • Published • 74 -
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Paper • 2401.06066 • Published • 59 -
WizardCoder: Empowering Code Large Language Models with Evol-Instruct
Paper • 2306.08568 • Published • 33 -
ChatQA: Building GPT-4 Level Conversational QA Models
Paper • 2401.10225 • Published • 36 -
Orion-14B: Open-source Multilingual Large Language Models
Paper • 2401.12246 • Published • 14 -
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
Paper • 2401.14196 • Published • 71 -
Weaver: Foundation Models for Creative Writing
Paper • 2401.17268 • Published • 45 -
H2O-Danube-1.8B Technical Report
Paper • 2401.16818 • Published • 18 -
OLMo: Accelerating the Science of Language Models
Paper • 2402.00838 • Published • 85 -
GPT-NeoX-20B: An Open-Source Autoregressive Language Model
Paper • 2204.06745 • Published • 1 -
CroissantLLM: A Truly Bilingual French-English Language Model
Paper • 2402.00786 • Published • 26 -
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT
Paper • 2402.16840 • Published • 25 -
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Paper • 2402.14905 • Published • 134 -
Nemotron-4 15B Technical Report
Paper • 2402.16819 • Published • 46 -
StarCoder 2 and The Stack v2: The Next Generation
Paper • 2402.19173 • Published • 154 -
Gemma: Open Models Based on Gemini Research and Technology
Paper • 2403.08295 • Published • 50 -
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Paper • 2403.05530 • Published • 64 -
Sailor: Open Language Models for South-East Asia
Paper • 2404.03608 • Published • 21 -
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework
Paper • 2404.14619 • Published • 126 -
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Paper • 2404.14219 • Published • 259 -
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence
Paper • 2404.05892 • Published • 40 -
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Paper • 2405.04434 • Published • 25 -
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
Paper • 2406.11931 • Published • 69 -
Aya 23: Open Weight Releases to Further Multilingual Progress
Paper • 2405.15032 • Published • 32 -
Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models
Paper • 2406.06563 • Published • 20 -
Instruction Pre-Training: Language Models are Supervised Multitask Learners
Paper • 2406.14491 • Published • 96 -
The Llama 3 Herd of Models
Paper • 2407.21783 • Published • 117