Ankit Sharma

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upvoted 2 papers about 1 month ago

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published Apr 29 • 116

LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published May 15 • 79

upvoted a paper 2 months ago

Make Your LLM Fully Utilize the Context

Paper • 2404.16811 • Published Apr 25 • 52

upvoted an article 3 months ago

view article

Article

Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA

May 24, 2023

• 49

upvoted 9 papers 3 months ago

Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4 • 60

Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Paper • 2404.02258 • Published Apr 2 • 102

Advancing LLM Reasoning Generalists with Preference Trees

Paper • 2404.02078 • Published Apr 2 • 41

Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs

Paper • 2403.20041 • Published Mar 29 • 34

Jamba: A Hybrid Transformer-Mamba Language Model

Paper • 2403.19887 • Published Mar 28 • 99

Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction

Paper • 2403.18795 • Published Mar 27 • 17

Long-form factuality in large language models

Paper • 2403.18802 • Published Mar 27 • 23

The case for 4-bit precision: k-bit Inference Scaling Laws

Paper • 2212.09720 • Published Dec 19, 2022 • 3

Simple and Scalable Strategies to Continually Pre-train Large Language Models

Paper • 2403.08763 • Published Mar 13 • 48

upvoted a paper 4 months ago

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Paper • 2403.09611 • Published Mar 14 • 123

upvoted a paper 5 months ago

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Paper • 2401.16380 • Published Jan 29 • 46

upvoted a paper 7 months ago

Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 117

upvoted a paper 10 months ago

Challenges and Applications of Large Language Models

Paper • 2307.10169 • Published Jul 19, 2023 • 46