Ankit Sharma

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upvoted a paper 4 months ago

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published Nov 13, 2024 • 47

upvoted a paper 5 months ago

Teach Multimodal LLMs to Comprehend Electrocardiographic Images

Paper • 2410.19008 • Published Oct 21, 2024 • 24

upvoted 2 articles 7 months ago

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Article

Optimizing your LLM in production

Sep 15, 2023

• 16

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Article

Getting Started With Embeddings

Jun 23, 2022

• 63

upvoted an article 9 months ago

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Article

quanto: a pytorch quantization toolkit

Mar 18, 2024

• 35

upvoted 2 papers 10 months ago

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

Paper • 2405.00732 • Published Apr 29, 2024 • 120

LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published May 15, 2024 • 88

upvoted a paper 11 months ago

Make Your LLM Fully Utilize the Context

Paper • 2404.16811 • Published Apr 25, 2024 • 54

upvoted an article 12 months ago

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

May 24, 2023

• 129

upvoted 8 papers 12 months ago

Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4, 2024 • 64

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

Paper • 2404.02258 • Published Apr 2, 2024 • 104

Advancing LLM Reasoning Generalists with Preference Trees

Paper • 2404.02078 • Published Apr 2, 2024 • 45

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

Paper • 2403.20041 • Published Mar 29, 2024 • 35

Jamba: A Hybrid Transformer-Mamba Language Model

Paper • 2403.19887 • Published Mar 28, 2024 • 108

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

Paper • 2403.18795 • Published Mar 27, 2024 • 20

Long-form factuality in large language models

Paper • 2403.18802 • Published Mar 27, 2024 • 25

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

Paper • 2212.09720 • Published Dec 19, 2022 • 3

upvoted 2 papers about 1 year ago

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

Paper • 2403.08763 • Published Mar 13, 2024 • 50

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

Paper • 2403.09611 • Published Mar 14, 2024 • 126