Tebmer / Awesome-Knowledge-Distillation-of-LLMs

Related projects ⓘ

Alternatives and complementary repositories for Awesome-Knowledge-Distillation-of-LLMs

• Xnhyacinth / Awesome-LLM-Long-Context-Modeling
  📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
  ☆1,006Updated this week
• horseee / Awesome-Efficient-LLM
  A curated list for Efficient Large Language Models
  ☆1,270Updated this week
• AIoT-MLSys-Lab / Efficient-LLMs-Survey
  [TMLR 2024] Efficient Large Language Models: A Survey
  ☆1,025Updated last week
• princeton-nlp / LESS
  [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
  ☆374Updated last month
• HuangOwen / Awesome-LLM-Compression
  Awesome LLM compression research papers and tools.
  ☆1,202Updated this week
• hemingkx / SpeculativeDecodingPapers
  📰 Must-read papers and blogs on Speculative Decoding ⚡️
  ☆471Updated last week
• HillZhang1999 / llm-hallucination-survey
  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 …
  ☆941Updated 2 months ago
• horseee / LLM-Pruner
  [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…
  ☆874Updated last month
• THUDM / LongBench
  [ACL 2024] LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
  ☆671Updated 2 months ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆558Updated 8 months ago
• princeton-nlp / SimPO
  [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
  ☆714Updated 2 weeks ago
• feifeibear / LLMSpeculativeSampling
  Fast inference from large lauguage models via speculative decoding
  ☆569Updated 2 months ago
• GAIR-NLP / O1-Journey
  O1 Replication Journey: A Strategic Progress Report – Part I
  ☆1,318Updated 3 weeks ago
• yule-BUAA / MergeLM
  Codebase for Merging Language Models (ICML 2024)
  ☆774Updated 6 months ago
• pjlab-sys4nlp / llama-moe
  ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)
  ☆883Updated 4 months ago
• HqWu-HITCS / Awesome-LLM-Survey
  An Awesome Collection for LLM Survey
  ☆310Updated 2 months ago
• magpie-align / magpie
  Official repository for "Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing". Your efficient and high-quality s…
  ☆491Updated 2 weeks ago
• Strivin0311 / long-llms-learning
  A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks
  ☆252Updated 3 months ago
• zjunlp / KnowledgeEditingPapers
  Must-read Papers on Knowledge Editing for Large Language Models.
  ☆926Updated this week
• teacherpeterpan / self-correction-llm-papers
  This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.
  ☆436Updated 3 weeks ago
• ZigeW / data_management_LLM
  Collection of training data management explorations for large language models
  ☆286Updated 3 months ago
• XueFuzhao / awesome-mixture-of-experts
  A collection of AWESOME things about mixture-of-experts
  ☆972Updated 3 months ago
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)
  ☆826Updated this week
• hkust-nlp / deita
  Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
  ☆498Updated 6 months ago
• allenai / open-instruct
  ☆1,271Updated this week
• LuckyyySTA / Awesome-LLM-hallucination
  LLM hallucination paper list
  ☆292Updated 8 months ago
• codecaution / Awesome-Mixture-of-Experts-Papers
  A curated reading list of research in Mixture-of-Experts(MoE).
  ☆538Updated 3 weeks ago
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆647Updated last month
• QingruZhang / AdaLoRA
  AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).
  ☆275Updated last year
• FranxYao / Long-Context-Data-Engineering
  Implementation of paper Data Engineering for Scaling Language Models to 128K Context
  ☆438Updated 8 months ago