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.
β1,179Updated 6 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:
- π° Must-read papers and blogs on LLM based Long Context Modeling π₯β1,741Updated last week
- A curated list for Efficient Large Language Modelsβ1,873Updated 3 months ago
- [TMLR 2024] Efficient Large Language Models: A Surveyβ1,219Updated 3 months ago
- O1 Replication Journeyβ1,998Updated 8 months ago
- Latest Advances on System-2 Reasoningβ1,242Updated 3 months ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Sirenβs Song in the AI Ocean: A Survey on Hallucination in Large β¦β1,046Updated last week
- Must-read Papers on Knowledge Editing for Large Language Models.β1,162Updated 2 months ago
- β606Updated 2 months ago
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Modelsβ627Updated 2 weeks ago
- A series of technical report on Slow Thinking with LLMβ739Updated last month
- β¨β¨Latest Papers and Benchmarks in Reasoning with Foundation Modelsβ623Updated 3 months ago
- Awesome LLM compression research papers and tools.β1,671Updated 3 months ago
- β·οΈ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)β992Updated 9 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Rewardβ923Updated 7 months ago
- Paper list for Efficient Reasoning.β669Updated 2 weeks ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.β549Updated this week
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichβ¦β1,066Updated 11 months ago
- β948Updated 3 months ago
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Surveyβ458Updated 4 months ago
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Modelsβ1,821Updated 8 months ago
- awesome papers in LLM interpretabilityβ554Updated last month
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuningβ497Updated 11 months ago
- β560Updated 2 years ago
- An Awesome Collection for LLM Surveyβ378Updated 4 months ago
- β549Updated 9 months ago
- Summarize existing representative LLMs text datasets.β1,361Updated 6 months ago
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data β¦β775Updated 6 months ago
- A collection of 150+ surveys on LLMsβ334Updated 7 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)β670Updated 8 months ago
- A Survey of Reinforcement Learning for Large Reasoning Modelsβ1,615Updated this week