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1. Beyond-Temperature Beyond-Temperature Public

   [ICML 2026] Official PyTorch Implementation of "Beyond Temperature: Hyperfitting as a Late-Stage Geometric Expansion."

   Python 6 1

2. Mink Mink Public

   [ACL 2026 Oral] Official PyTorch Implementation of "Min-k Sampling: Decoupling Truncation from Temperature Scaling via Relative Logit Dynamics"

   Python 4

3. GUARD GUARD Public

   [EMNLP 2025 Findings] Official PyTorch Implementation of "Glocal Uncertainty-Aware Robust Decoding for Optimal Text Generation"

   Python 5

4. Adaptive-Contrastive-Search Adaptive-Contrastive-Search Public

   [EMNLP 2024 Findings] Official PyTorch Implementation of "Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation"

   Python 42 2

5. Decoding-Decoded Decoding-Decoded Public

   [COLING 2025] Official PyTorch Implementation of "Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation"

   Python 4

6. wanshuiyin/Auto-claude-code-research-in-sleep wanshuiyin/Auto-claude-code-research-in-sleep Public

   ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works…

   Python 18.4k 1.5k