Implement a reasoning LLM in PyTorch from scratch, step by step
Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
[Neurips 2025] R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
[TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
A skill to kill from-scratch coding β Claude checks real arXiv prior art before it designs a new architecture.
Community registry of LLM serving-path traps that produce confidently wrong measurements: templates, tool parsers, reasoning fields, quant kernel paths, CUDA toolchains, KV allocation, eval harnesses, versioning. Symptom-first, with the check that catches each.
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