Ajith V Prabhakar's picture

Ajith V Prabhakar

ajithprabhakar

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https://www.ajithp.com

ajithprabhakar

AI & ML interests

NLP, Responsible AI, Generative AI

Recent Activity

upvoted a paper 7 days ago

Chain of Draft: Thinking Faster by Writing Less

commented on a paper 7 days ago

Chain of Draft: Thinking Faster by Writing Less

commented on a paper 14 days ago

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

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ajithprabhakar's activity

upvoted a paper 7 days ago

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published 12 days ago • 44

commented a paper 7 days ago

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published 12 days ago • 44 •

commented a paper 14 days ago

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published 18 days ago • 177 •

commented a paper 16 days ago

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Paper • 2502.11089 • Published 22 days ago • 141 •

commented a paper 22 days ago

Expect the Unexpected: FailSafe Long Context QA for Finance

Paper • 2502.06329 • Published 28 days ago • 126 •

commented a paper 23 days ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published about 1 month ago • 122 •

commented a paper 29 days ago

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Paper • 2502.02737 • Published Feb 4 • 199 •

commented 3 papers about 1 month ago

Qwen2.5-1M Technical Report

Paper • 2501.15383 • Published Jan 26 • 63 •

Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning

Paper • 2501.15228 • Published Jan 25 • 1 •

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22 • 341 •

commented a paper about 2 months ago

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 274 •

commented a paper 3 months ago

Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 93 •

commented a paper 6 months ago

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 137 •

liked a model 6 months ago

mattshumer/Reflection-Llama-3.1-70B

Text Generation • Updated Sep 24, 2024 • 635 • 1.72k

upvoted a paper 7 months ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 58

commented a paper 7 months ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 58 •

posted an update 8 months ago

Post

538

Hi All,
In my latest blog post, I created a comprehensive guide on LLM Benchmarking.
➟ 20+ key benchmarks, from MMLU to TruthfulQA
➟ How each benchmark assesses different LLM capabilities
➟ Why benchmarking matters for real-world AI applications
➟ Future trends in AI evaluation
Read the blog here: https://wp.me/p7Qix-wO

Please let me know your thoughts, suggestions, and comments.

commented a paper 8 months ago

LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs

Paper • 2406.15319 • Published Jun 21, 2024 • 64 •

commented a paper 9 months ago

Mixture-of-Agents Enhances Large Language Model Capabilities

Paper • 2406.04692 • Published Jun 7, 2024 • 57 •

reacted to not-lain's post with 👍 9 months ago

Post

1941

I will be delivering an introductory coding session this Sunday 7Pm gmt+1 time about huggingface, if you are new to HF and don't know where to begin, you are welcome to join us 🤗
📌Place: huggingface discord server
🔗Link : https://discord.gg/hugging-face-879548962464493619?event=1245406127668203541

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