Tebmer / Awesome-Knowledge-Distillation-of-LLMsLinks
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
☆1,190Updated 7 months ago
Alternatives and similar repositories for Awesome-Knowledge-Distillation-of-LLMs
Users that are interested in Awesome-Knowledge-Distillation-of-LLMs are comparing it to the libraries listed below
Sorting:
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆1,778Updated this week
- Latest Advances on System-2 Reasoning☆1,255Updated 4 months ago
- [TMLR 2024] Efficient Large Language Models: A Survey☆1,221Updated 4 months ago
- A curated list for Efficient Large Language Models☆1,874Updated 4 months ago
- O1 Replication Journey☆2,002Updated 9 months ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆994Updated 10 months ago
- ☆611Updated 2 months ago
- A collection of AWESOME things about mixture-of-experts☆1,216Updated 10 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆923Updated 8 months ago
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models☆1,823Updated 9 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆651Updated this week
- Paper list for Efficient Reasoning.☆703Updated this week
- A series of technical report on Slow Thinking with LLM☆744Updated 2 months ago
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,180Updated 3 months ago
- ☆971Updated 3 months ago
- Awesome LLM compression research papers and tools.☆1,690Updated 3 months ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,072Updated last year
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆470Updated 5 months ago
- LongBench v2 and LongBench (ACL 25'&24')☆997Updated 9 months ago
- Survey on LLM Agents (Published on CoLing 2025)☆399Updated 3 weeks ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆496Updated last year
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,201Updated last year
- ✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models☆625Updated 4 months ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,053Updated 3 weeks ago
- awesome papers in LLM interpretability☆564Updated 2 months ago
- Recipes to train reward model for RLHF.☆1,470Updated 6 months ago
- Official Repo for Open-Reasoner-Zero☆2,054Updated 4 months ago
- Large Reasoning Models☆805Updated 10 months ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.☆572Updated last week
- ☆548Updated 9 months ago