A curated list of papers related to constrained decoding of LLM, along with their relevant code and resources.
☆325Jan 22, 2026Updated last month
Alternatives and similar repositories for Awesome-LLM-Constrained-Decoding
Users that are interested in Awesome-LLM-Constrained-Decoding are comparing it to the libraries listed below
Sorting:
- 🤗 A specialized library for integrating context-free grammars (CFG) in EBNF with the Hugging Face Transformers☆132Jan 13, 2026Updated last month
- Benchmark structured generation libraries☆31Oct 25, 2024Updated last year
- Generate interleaved text and image content in a structured format you can directly pass to downstream APIs.☆29Oct 18, 2024Updated last year
- Code repository for "RL Grokking Recipe: How RL Unlocks and Transfers New Algorithms in LLMs""☆30Oct 12, 2025Updated 4 months ago
- ☆49Mar 7, 2025Updated 11 months ago
- ☆33Nov 14, 2025Updated 3 months ago
- ☆12Oct 25, 2022Updated 3 years ago
- Structured Generation Evals☆14Sep 25, 2024Updated last year
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Feb 22, 2024Updated 2 years ago
- ☆16Jul 23, 2024Updated last year
- ☆17Oct 16, 2024Updated last year
- Reproduction Package for the paper "Type-Constrained Code Generation with Language Models" [PLDI 2025]☆82Jun 11, 2025Updated 8 months ago
- Entity linking evaluation and analysis tool☆25Apr 14, 2025Updated 10 months ago
- ☆79Feb 12, 2026Updated 3 weeks ago
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆184Sep 23, 2024Updated last year
- Fast, Flexible and Portable Structured Generation☆1,567Updated this week
- Structured Outputs☆13,488Updated this week
- ☆53Feb 10, 2025Updated last year
- A platform aimed at creating websites that perform self-optimization☆12May 4, 2024Updated last year
- ☆10Jan 28, 2024Updated 2 years ago
- Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation (CVPR24)☆11Jun 16, 2024Updated last year
- Compute the most likely permutation of a lattice given an LM☆10Jan 3, 2013Updated 13 years ago
- Code for ICML 2022 paper: Achieving Fairness at No Utility Cost via Data Reweighing with Influence☆11Aug 3, 2022Updated 3 years ago
- Use `outlines` generators with Haystack.☆15Feb 24, 2026Updated last week
- Label shift estimation for transfer difficulty with Familiarity.☆10Feb 4, 2025Updated last year
- Probabilistic programming with large language models☆160Nov 18, 2025Updated 3 months ago
- I learn about and explain quantization☆26Apr 19, 2024Updated last year
- A library for advanced large language model reasoning☆2,336Jun 10, 2025Updated 8 months ago
- ReLM is a Regular Expression engine for Language Models☆107Jun 2, 2023Updated 2 years ago
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆13Apr 21, 2024Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Mar 11, 2024Updated last year
- Plug n Play GBNF Compiler for llama.cpp☆28Nov 8, 2023Updated 2 years ago
- A high-performance constrained decoding engine based on context free grammar in Rust☆58May 22, 2025Updated 9 months ago
- Super-fast Structured Outputs☆706Updated this week
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆572Jan 28, 2025Updated last year
- Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"☆14Feb 16, 2021Updated 5 years ago
- SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models☆15Jun 24, 2024Updated last year
- ☆32Jul 8, 2024Updated last year
- [NeurIPS 2024] Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study☆59Nov 24, 2024Updated last year