Saibo-creator / Awesome-LLM-Constrained-DecodingLinks
A curated list of papers related to constrained decoding of LLM, along with their relevant code and resources.
☆260Updated 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:
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆312Updated last year
- A simple unified framework for evaluating LLMs☆250Updated 5 months ago
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆214Updated last year
- BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.☆212Updated last month
- Reproducible, flexible LLM evaluations☆251Updated 2 months ago
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆348Updated last year
- The HELMET Benchmark☆172Updated last month
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆109Updated 2 months ago
- [ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".☆256Updated 11 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆258Updated last year
- ☆240Updated last year
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆216Updated 2 months ago
- A banchmark list for evaluation of large language models.☆143Updated last month
- 🤗 A specialized library for integrating context-free grammars (CFG) in EBNF with the Hugging Face Transformers☆124Updated 5 months ago
- Reproducing R1 for Code with Reliable Rewards☆257Updated 5 months ago
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆359Updated last year
- [ICML 2025] Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale☆263Updated 3 months ago
- LOFT: A 1 Million+ Token Long-Context Benchmark☆212Updated 3 months ago
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆210Updated 3 weeks ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆229Updated 3 weeks ago
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆246Updated 5 months ago
- 🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.☆519Updated last week
- A Survey on Data Selection for Language Models☆250Updated 5 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆273Updated 6 months ago
- A curated collection of LLM reasoning and planning resources, including key papers, limitations, benchmarks, and additional learning mate…☆298Updated 7 months ago
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆473Updated last year
- CodeRAG-Bench: Can Retrieval Augment Code Generation?☆156Updated 10 months ago
- [ICML '24] R2E: Turn any GitHub Repository into a Programming Agent Environment☆132Updated 5 months ago
- ✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024☆171Updated last year
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆184Updated last year