Ankit Sharma

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upvoted a paper about 1 month ago

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published Nov 13 • 42

upvoted a paper about 2 months ago

Teach Multimodal LLMs to Comprehend Electrocardiographic Images

Paper • 2410.19008 • Published Oct 21 • 23

upvoted 2 articles 4 months ago

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Article

Optimizing your LLM in production

Sep 15, 2023

• 15

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Article

Getting Started With Embeddings

Jun 23, 2022

• 39

upvoted an article 6 months ago

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Article

quanto: a pytorch quantization toolkit

Mar 18

• 31

upvoted 2 papers 7 months ago

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

Paper • 2405.00732 • Published Apr 29 • 118

LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published May 15 • 87

upvoted a paper 8 months ago

Make Your LLM Fully Utilize the Context

Paper • 2404.16811 • Published Apr 25 • 52

upvoted an article 9 months ago

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

May 24, 2023

• 100

upvoted 10 papers 9 months ago

Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4 • 62

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

Paper • 2404.02258 • Published Apr 2 • 104

Advancing LLM Reasoning Generalists with Preference Trees

Paper • 2404.02078 • Published Apr 2 • 44

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 • 104

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

Paper • 2403.18795 • Published Mar 27 • 18

Long-form factuality in large language models

Paper • 2403.18802 • Published Mar 27 • 24

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 • 49

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

Paper • 2403.09611 • Published Mar 14 • 124

upvoted a paper 11 months ago

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

Paper • 2401.16380 • Published Jan 29 • 48