DistilGPT2

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// recent coverage 2 mentions

00:26

2026-06-30

discuss.huggingface.co

large-language-models

[Research] From Functional Geometry to Dynamic Grammar: New LIMEN Audits (V23–V24) Across 7 Architectures

Independent researcher LIMEN project finds that Transformer models follow a universal dynamic grammar of seven conserved state transition motifs, with ambiguity delaying decisional engagement in moder…

01:30

2026-06-29

discuss.huggingface.co

large-language-models

I analyzed hidden-state dynamics across 7 open-weight LLMs and found recurring functional patterns. Looking for feedback

An independent researcher analyzed hidden-state dynamics across seven open-weight LLMs and found recurring functional patterns encoded in representation geometry rather than individual neurons, with f…

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GPT-2 2 OPT-125M 2 Phi-1.5 2 Llama-3.2-1B 2 Qwen2.5-0.5B 1 TinyLlama-1.1B 1 Qwen2.5-0.5B-Instruct 1 TinyLlama 1

// topics top 6 topics

large language models 2 machine learning 2 ai research 2 artificial intelligence 1 ai safety 1 neural networks 1