Ajith V Prabhakar

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upvoted a paper 4 months ago

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Paper • 2504.01990 • Published Mar 31 • 300

commented a paper 4 months ago

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Paper • 2504.01990 • Published Mar 31 • 300 •

7

commented 2 papers 5 months ago

ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation

Paper • 2503.21729 • Published Mar 27 • 29 •

4

START: Self-taught Reasoner with Tools

Paper • 2503.04625 • Published Mar 6 • 114 •

6

upvoted a paper 5 months ago

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25 • 50

commented a paper 5 months ago

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25 • 50 •

4

commented 7 papers 6 months ago

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

Paper • 2502.14499 • Published Feb 20 • 193 •

3

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

Paper • 2502.11089 • Published Feb 16 • 165 •

10

Expect the Unexpected: FailSafe Long Context QA for Finance

Paper • 2502.06329 • Published Feb 10 • 132 •

4

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

Paper • 2502.05171 • Published Feb 7 • 147 •

12

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

Paper • 2502.02737 • Published Feb 4 • 241 •

7

Qwen2.5-1M Technical Report

Paper • 2501.15383 • Published Jan 26 • 72 •

4

Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning

Paper • 2501.15228 • Published Jan 25 • 1 •

1

commented 2 papers 7 months ago

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

Paper • 2501.12948 • Published Jan 22 • 416 •

6

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 298 •

6

commented a paper 8 months ago

Byte Latent Transformer: Patches Scale Better Than Tokens

Paper • 2412.09871 • Published Dec 13, 2024 • 109 •

8

commented a paper 11 months ago

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141 •

9

liked a model 11 months ago

mattshumer/Reflection-Llama-3.1-70B

Text Generation • 71B • Updated Sep 24, 2024 • 916 • 1.71k

upvoted a paper 12 months ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 59

commented a paper 12 months ago

LLM Pruning and Distillation in Practice: The Minitron Approach

Paper • 2408.11796 • Published Aug 21, 2024 • 59 •

4