Ladder: Self-improving LLMs through recursive problem decomposition (arxiv.org) | HN Screenshots

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Screenshot of arxiv.org: Ladder: Self-improving LLMs through recursive problem decomposition

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Screenshot of arxiv.org: Self-Adapting Language Models

Self-Adapting Language Models (arxiv.org)

210 points by archon1410 1 year ago | 61 comments

Screenshot of arxiv.org: Can LLMs Beat Classical Hyperparameter Optimization Algorithms?

Can LLMs Beat Classical Hyperparameter Optimization Algorithms?(arxiv.org)

95 points by galsapir 4 months ago | 15 comments

Screenshot of arxiv.org: Search-R1: Training LLMs to Reason and Leverage Search Engines with RL

Search-R1: Training LLMs to Reason and Leverage Search Engines with RL (arxiv.org)

87 points by jonbaer 1 year ago | 9 comments

Screenshot of arxiv.org: R-Zero: Self-Evolving Reasoning LLM from Zero Data

R-Zero: Self-Evolving Reasoning LLM from Zero Data (arxiv.org)

102 points by lawrenceyan 1 year ago | 53 comments

Screenshot of arxiv.org: Recursive Language Models

Recursive Language Models (arxiv.org)

135 points by schmuhblaster 9 months ago | 23 comments

Screenshot of arxiv.org: Reasoning LLMs are wandering solution explorers

Reasoning LLMs are wandering solution explorers (arxiv.org)

83 points by Surreal4434 1 year ago | 78 comments

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DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via RL (arxiv.org)

1116 points by gradus_ad 1 year ago | 932 comments

arXiv abstract page for the DeepSeek-AI paper introducing DeepSeek-R1, which uses reinforcement learning to improve reasoning in large language models.

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Screenshot of opencoder-llm.github.io: OpenCoder: Open Cookbook for Top-Tier Code Large Language Models

OpenCoder: Open Cookbook for Top-Tier Code Large Language Models (opencoder-llm.github.io)

573 points by pil0u 1 year ago | 71 comments

arXiv paper introducing OpenCoder, an open code LLM released with its training data, data pipeline, and protocols as an open cookbook for research.

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Screenshot of arxiv.org: RWKV: Reinventing RNNs for the Transformer Era

RWKV: Reinventing RNNs for the Transformer Era (arxiv.org)

318 points by ianbutler 3 years ago | 164 comments

arXiv paper introducing RWKV, a model architecture combining Transformer-style parallel training with efficient RNN inference via linear attention.

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Screenshot of blog.arxiv.org: ArXiv now offers papers in HTML format

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1130 points by programd 2 years ago | 296 comments

arXiv blog post announcing that research papers are now available in HTML format to improve accessibility for users with disabilities.

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Screenshot of wiki.cateat.fish: Computers Cannot Make Decisions

Computers Cannot Make Decisions (wiki.cateat.fish)

175 points by heavensteeth 16 days ago | 148 comments

A personal wiki essay arguing that blaming LLMs for harmful outcomes is decision laundering and that AI companies like OpenAI and Anthropic bear responsibility.

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Screenshot of arxiv.org: UniEvo-VL: Self-Distillation Training for Multimodal Model Self-Improvement

UniEvo-VL: Self-Distillation Training for Multimodal Model Self-Improvement (arxiv.org)

13 points by gmays 19 days ago | 3 comments

arXiv paper introducing UniEvo-VL, an on-policy self-distillation framework where a multimodal model uses its own self-critiques to improve image generation.

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