FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning
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2309.04663
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Published
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5
LLMs
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Textbooks Are All You Need II: phi-1.5 technical report
Paper • 2309.05463 • Published • 87 -
Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation
Paper • 2310.08541 • Published • 17 -
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
Paper • 2310.13671 • Published • 18 -
CodeFusion: A Pre-trained Diffusion Model for Code Generation
Paper • 2310.17680 • Published • 69 -
Detecting Pretraining Data from Large Language Models
Paper • 2310.16789 • Published • 10 -
The Generative AI Paradox: "What It Can Create, It May Not Understand"
Paper • 2311.00059 • Published • 18 -
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization
Paper • 2311.06243 • Published • 17 -
Prompt Engineering a Prompt Engineer
Paper • 2311.05661 • Published • 20 -
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
Paper • 2311.05437 • Published • 47 -
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
Paper • 2311.04257 • Published • 20 -
NExT-Chat: An LMM for Chat, Detection and Segmentation
Paper • 2311.04498 • Published • 11 -
FlashDecoding++: Faster Large Language Model Inference on GPUs
Paper • 2311.01282 • Published • 35 -
SelfEval: Leveraging the discriminative nature of generative models for evaluation
Paper • 2311.10708 • Published • 14 -
mistralai/Mixtral-8x7B-Instruct-v0.1
Text Generation • Updated • 355k • • 4.21k -
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Paper • 2312.09390 • Published • 32 -
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
Paper • 2312.10003 • Published • 36 -
Weight subcloning: direct initialization of transformers using larger pretrained ones
Paper • 2312.09299 • Published • 17 -
Improving Text Embeddings with Large Language Models
Paper • 2401.00368 • Published • 79 -
Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws
Paper • 2401.00448 • Published • 28 -
Let's Go Shopping (LGS) -- Web-Scale Image-Text Dataset for Visual Concept Understanding
Paper • 2401.04575 • Published • 14 -
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts
Paper • 2401.04081 • Published • 71 -
DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference
Paper • 2401.08671 • Published • 14 -
Can Large Language Models Understand Context?
Paper • 2402.00858 • Published • 21 -
Specialized Language Models with Cheap Inference from Limited Domain Data
Paper • 2402.01093 • Published • 45 -
SPAR: Personalized Content-Based Recommendation via Long Engagement Attention
Paper • 2402.10555 • Published • 33 -
Priority Sampling of Large Language Models for Compilers
Paper • 2402.18734 • Published • 16