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Introducing the Open Arabic LLM Leaderboard
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47
MOHAMMED ABDALLAH
melsiddieg
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biomedical nlp, knowledge graphs, genomics
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Mixtures of Experts Unlock Parameter Scaling for Deep RL
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Model Editing with Canonical Examples
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2402.06155
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StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis
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ChatQA: Building GPT-4 Level Conversational QA Models
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5 months ago
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
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Mixtral of Experts
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PanGu-Ï€: Enhancing Language Model Architectures via Nonlinearity Compensation
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WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation
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SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
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2312.07987
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Context Tuning for Retrieval Augmented Generation
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2312.05708
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Magicoder: Source Code Is All You Need
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Mamba: Linear-Time Sequence Modeling with Selective State Spaces
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Orca 2: Teaching Small Language Models How to Reason
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Exponentially Faster Language Modelling
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Contrastive Chain-of-Thought Prompting
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7 months ago
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
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2311.06243
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Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems
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2311.05884
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FlashDecoding++: Faster Large Language Model Inference on GPUs
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LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing
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Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models
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2310.13127
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Tuna: Instruction Tuning using Feedback from Large Language Models
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Teaching Language Models to Self-Improve through Interactive Demonstrations
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Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
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Eureka: Human-Level Reward Design via Coding Large Language Models
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8 months ago
BitNet: Scaling 1-bit Transformers for Large Language Models
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Large Language Models as Analogical Reasoners
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AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
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2309.16058
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DreamLLM: Synergistic Multimodal Comprehension and Creation
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9 months ago
SlimPajama-DC: Understanding Data Combinations for LLM Training
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OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch
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2309.10706
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Language Modeling Is Compression
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Retentive Network: A Successor to Transformer for Large Language Models
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One Wide Feedforward is All You Need
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10 months ago
Studying Large Language Model Generalization with Influence Functions
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UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
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2308.03279
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Med-Flamingo: a Multimodal Medical Few-shot Learner
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Less is More: Focus Attention for Efficient DETR
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2307.12612
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