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abhranil14 's Collections
Augmenting Pretrained FMs with Post-Training/RL
RL/FM/Agent Data/Benchmark
FM4 EmbodiedAI/Robotics/DecisionMaking
FM_Training_Infra
Foundation Models Empirical Analysis
Survey LLM/VLM/MLM
RL
Reasoning/System2

Foundation Models Empirical Analysis

updated Feb 26
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  • An Empirical Study of Autoregressive Pre-training from Videos

    Paper • 2501.05453 • Published Jan 9 • 41

  • LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

    Paper • 2501.06186 • Published Jan 10 • 65

  • Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains

    Paper • 2501.05707 • Published Jan 10 • 20

  • The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?

    Paper • 2502.17535 • Published Feb 24 • 8

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

    Paper • 2502.14499 • Published Feb 20 • 192
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