Somshubra Majumdar

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upvoted a paper 7 days ago

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published 16 days ago • 246

upvoted a paper 2 months ago

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published Sep 29 • 140

upvoted 4 papers 3 months ago

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Paper • 2508.05629 • Published Aug 7 • 180

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9 • 101

Towards a Unified View of Large Language Model Post-Training

Paper • 2509.04419 • Published Sep 4 • 75

Understanding Tool-Integrated Reasoning

Paper • 2508.19201 • Published Aug 26 • 32

upvoted an article 4 months ago

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Article

Supercharge Edge AI With High‑Accuracy Reasoning Using NVIDIA Nemotron Nano 2 9B

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Aug 18

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31

upvoted 2 papers 5 months ago

Replacing thinking with tool usage enables reasoning in small language models

Paper • 2507.05065 • Published Jul 7 • 15

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

Paper • 2507.12415 • Published Jul 16 • 42

upvoted an article 5 months ago

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Article

SmolLM3: smol, multilingual, long-context reasoner

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Jul 8

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735

upvoted a paper 5 months ago

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1 • 79

upvoted 3 papers 6 months ago

Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10 • 104

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97

HardTests: Synthesizing High-Quality Test Cases for LLM Coding

Paper • 2505.24098 • Published May 30 • 43

upvoted a paper 7 months ago

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published May 20 • 62

upvoted an article 7 months ago

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Article

OpenEvolve: An Open Source Implementation of Google DeepMind's AlphaEvolve

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May 20

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52

upvoted a paper 7 months ago

Reward Reasoning Model

Paper • 2505.14674 • Published May 20 • 38

upvoted an article 7 months ago

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Article

Blazingly fast whisper transcriptions with Inference Endpoints

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May 13

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80

upvoted 2 collections 7 months ago

OpenMathReasoning

Collection

Models and datasets from "AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset" • 7 items • Updated 5 days ago • 46

OpenCodeReasoning

Collection

Reasoning data for supervised finetuning of LLMs to advance data distillation for competitive coding • 10 items • Updated 5 days ago • 19