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Collections including paper arxiv:2403.03507

Multilingual Instruction Tuning With Just a Pinch of Multilinguality

Paper • 2401.01854 • Published Jan 3, 2024 • 11
LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Paper • 2401.01055 • Published Jan 2, 2024 • 54
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

Paper • 2401.01325 • Published Jan 2, 2024 • 26
Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 80

Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers

Paper • 2312.03694 • Published Dec 6, 2023 • 2
FaceStudio: Put Your Face Everywhere in Seconds

Paper • 2312.02663 • Published Dec 5, 2023 • 33
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models

Paper • 2402.07033 • Published Feb 10, 2024 • 17
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Paper • 2403.03507 • Published Mar 6, 2024 • 185

Papers that involves geometric computer vision using kornia

A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch

Paper • 2009.10521 • Published Sep 21, 2020 • 1
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch

Paper • 1910.02190 • Published Oct 5, 2019 • 1
Learning Symmetrization for Equivariance with Orbit Distance Minimization

Paper • 2311.07143 • Published Nov 13, 2023 • 1
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting

Paper • 2311.11700 • Published Nov 20, 2023 • 4

System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 42
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems

Paper • 2311.11315 • Published Nov 19, 2023 • 8
Alignment for Honesty

Paper • 2312.07000 • Published Dec 12, 2023 • 16
Steering Llama 2 via Contrastive Activation Addition

Paper • 2312.06681 • Published Dec 9, 2023 • 15

UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs

Paper • 2311.09257 • Published Nov 14, 2023 • 48
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Paper • 2310.04378 • Published Oct 6, 2023 • 20
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 44
Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 118

Can LLMs Follow Simple Rules?

Paper • 2311.04235 • Published Nov 6, 2023 • 14
The Unreasonable Ineffectiveness of the Deeper Layers

Paper • 2403.17887 • Published Mar 26, 2024 • 79
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Paper • 2403.03507 • Published Mar 6, 2024 • 185
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Paper • 2402.17177 • Published Feb 27, 2024 • 87

LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models

Paper • 2310.08659 • Published Oct 12, 2023 • 27
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 44
ModuLoRA: Finetuning 3-Bit LLMs on Consumer GPUs by Integrating with Modular Quantizers

Paper • 2309.16119 • Published Sep 28, 2023 • 1
LoRA ensembles for large language model fine-tuning

Paper • 2310.00035 • Published Sep 29, 2023 • 2

DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models

Paper • 2309.14509 • Published Sep 25, 2023 • 18
LLM Augmented LLMs: Expanding Capabilities through Composition

Paper • 2401.02412 • Published Jan 4, 2024 • 37
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 49
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 23

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