Arunkumar Venkataramanan's picture

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Arunkumar Venkataramanan

ArunkumarVR

·

https://arunkumarramanan.github.io

AI & ML interests

AGI Research: Reasoning, Safety & Alignment (Superalignment), Generative AI (GenAI), Multi-Modal Foundation Models (FMs), Large Language Models (LLMs), Transformers & Diffusion Models, Open LLM Training, Optimization & Finetuning, Serving & Inference

Organizations

ArunkumarVR's activity

upvoted 4 collections 9 days ago

🪐 SmolLM

A series of smol LLMs: 135M, 360M and 1.7B. We release base and Instruct models as well as the training corpus and some WebGPU demos • 12 items • Updated Aug 18 • 198

MobileLLM

Optimizing Sub-billion Parameter Language Models for On-Device Use Cases (ICML 2024) https://arxiv.org/abs/2402.14905 • 8 items • Updated 12 days ago • 95

Qwen2.5

Qwen2.5 language models, including pretrained and instruction-tuned models of 7 sizes, including 0.5B, 1.5B, 3B, 7B, 14B, 32B, and 72B. • 45 items • Updated Sep 18 • 354

SmolLM2

State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 8 items • Updated 15 days ago • 168

upvoted a paper 16 days ago

GPT-4o System Card

Paper • 2410.21276 • Published 25 days ago • 79

upvoted 3 collections 28 days ago

Llama 3.1

This collection hosts the transformers and original repos of the Llama 3.1, Llama Guard 3 and Prompt Guard models • 11 items • Updated Sep 25 • 619

NVLM 1.0

A family of frontier-class multimodal large language models (LLMs) that achieve state-of-the-art results on vision-language tasks and text-only tasks. • 1 item • Updated Oct 1 • 48

Llama-3.1-Nemotron-70B

SOTA models on Arena Hard and RewardBench as of 1 Oct 2024. • 6 items • Updated Oct 15 • 137

upvoted 2 collections about 1 month ago

Llama 3.2 Evals

This collection provides detailed information on how we derived the reported benchmark metrics for the Llama 3.2 models, including the configurations • 4 items • Updated Sep 25 • 20

Llama 3.2

This collection hosts the transformers and original repos of the Llama 3.2 and Llama Guard 3 • 15 items • Updated 26 days ago • 469

upvoted a paper about 1 month ago

FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation

Paper • 2310.03214 • Published Oct 5, 2023 • 18

upvoted a collection 6 months ago

PaliGemma Release

Pretrained and mix checkpoints for PaliGemma • 16 items • Updated Jul 31 • 137

upvoted an article 6 months ago

Article

PaliGemma – Google's Cutting-Edge Open Vision Language Model

May 14

• 210

upvoted an article 7 months ago

Article

Making thousands of open LLMs bloom in the Vertex AI Model Garden

Apr 10

• 18

upvoted a collection 7 months ago

[lecture artifacts] aligning open language models

artifacts referenced in the talk timeline! Slides: https://docs.google.com/presentation/d/1quMyI4BAx4rvcDfk8jjv063bmHg4RxZd9mhQloXpMn0/edit?usp=sharin • 63 items • Updated Apr 17 • 56

upvoted 2 articles 7 months ago

Article

Welcome Llama 3 - Meta's new open LLM

Apr 18

• 278

Article

Fine-tune Llama 3 with ORPO

By

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Apr 22

• 227

upvoted a collection 7 months ago

Meta Llama 3

This collection hosts the transformers and original repos of the Meta Llama 3 and Llama Guard 2 releases • 5 items • Updated Sep 25 • 682

upvoted an article 7 months ago

Article

CodeGemma - an official Google release for code LLMs

Apr 9

• 99

upvoted a collection 8 months ago

MoEs papers reading list

60 items • Updated 14 days ago • 135