Tebmer / Awesome-Knowledge-Distillation-of-LLMs
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.
☆1,007Updated last month
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
- O1 Replication Journey☆1,986Updated 3 months ago
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆1,455Updated 3 weeks ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆886Updated 2 months ago
- [TMLR 2024] Efficient Large Language Models: A Survey☆1,145Updated last month
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆441Updated 6 months ago
- A series of technical report on Slow Thinking with LLM☆657Updated 3 weeks ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆959Updated 5 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆837Updated this week
- Latest Advances on System-2 Reasoning☆982Updated last week
- ☆526Updated last year
- A curated list for Efficient Large Language Models☆1,638Updated last week
- A collection of AWESOME things about mixture-of-experts☆1,103Updated 4 months ago
- awesome papers in LLM interpretability☆448Updated 3 weeks ago
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆1,009Updated 6 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 …☆1,013Updated 5 months ago
- Large Reasoning Models☆804Updated 5 months ago
- Recipes to train reward model for RLHF.☆1,315Updated last week
- ✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models☆571Updated last week
- Awesome LLM compression research papers and tools.☆1,492Updated last week
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …☆693Updated last month
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,076Updated last month
- Official Repo for Open-Reasoner-Zero☆1,904Updated 3 weeks ago
- A bibliography and survey of the papers surrounding o1☆1,190Updated 5 months ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆442Updated 3 months ago
- ☆524Updated 4 months ago
- Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.☆621Updated this week
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆604Updated last year
- Reference implementation for DPO (Direct Preference Optimization)☆2,553Updated 8 months ago
- Continual Learning of Large Language Models: A Comprehensive Survey☆395Updated 3 weeks ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆704Updated last week