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

Recent Activity

upvoted a collection about 3 hours ago

Nemotron-Pre-Training-Datasets

upvoted a collection about 3 hours ago

liked a model about 3 hours ago

nvidia/NVIDIA-Nemotron-Nano-9B-v2

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Organizations

upvoted 2 collections about 3 hours ago

Nemotron-Pre-Training-Datasets

Large scale pre-training datasets used in the Nemotron family of models. • 11 items • Updated about 16 hours ago • 49

NeMo Gym

Collection of RL verifiable data for NeMo Gym • 13 items • Updated about 13 hours ago • 15

upvoted a collection 3 days ago

Devstral 2

A couple of agentic LLMs for software engineering tasks, excelling at using tools to explore codebases, edit multiple files, and power SWE Agents. • 3 items • Updated 4 days ago • 31

upvoted a collection 7 days ago

Essential-Web v1.0

10 items • Updated Jun 18 • 10

upvoted a paper 7 days ago

Rethinking Reflection in Pre-Training

Paper • 2504.04022 • Published Apr 5 • 80

upvoted an article 8 days ago

Article

We Got Claude to Fine-Tune an Open Source LLM

10 days ago

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476

upvoted an article 9 days ago

Article

Transformers v5: Simple model definitions powering the AI ecosystem

+2

13 days ago

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234

upvoted 9 collections 9 days ago

Mistral Large 3

A state-of-the-art, open-weight, general-purpose multimodal model with a granular Mixture-of-Experts architecture. • 4 items • Updated 11 days ago • 74

Ministral 3

A collection of edge models, with Base, Instruct and Reasoning variants, in 3 different sizes: 3B, 8B and 14B. All with vision capabilities. • 9 items • Updated 11 days ago • 124

🌌 Cosmopedia

Resources for Cosmopedia dataset • 6 items • Updated May 5 • 11

💻 Local SmolLMs

SmolLM models in MLC, ONNX and GGUF format for local applications + in-browser demos • 14 items • Updated May 5 • 55

📐 FineMath

FineMath datasets and ablation models • 14 items • Updated May 5 • 25

SmolVLM 256M & 500M

Collection for models & demos for even smoller SmolVLM release • 12 items • Updated May 5 • 82

SmolVLM

State-of-the-art compact VLMs for on-device applications: Base, Synthetic, and Instruct. Check our blog: https://huggingface.co/blog/smolvlm • 5 items • Updated May 5 • 41

📚 LLM pretraining datasets

A collection of datasets for LLM pretraining • 9 items • Updated May 5 • 15

SmolVLM2 📺 Smallest video LM ever 🤏🏻

11 items • Updated May 5 • 103

upvoted an article 9 days ago

Article

SmolLM - blazingly fast and remarkably powerful

+1

Jul 16, 2024

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431

upvoted a collection 10 days ago

dLLM & dMLLM

(M)LLMs based on Discrete Diffusion Model and relevant techniques • 16 items • Updated Jul 23 • 2

upvoted a paper 10 days ago

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 123

upvoted a collection 10 days ago

Olmo 3

Artifacts for the Olmo 3 release. • 9 items • Updated 4 days ago • 151