qianlima-lab / awesome-lifelong-learning-methods-for-llm

Related projects: ⓘ

• cmnfriend / O-LoRA
  ☆139Updated 2 months ago
• GCYZSL / MoLA
  ☆110Updated last month
• circle-hit / SAPT
  Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …
  ☆19Updated last month
• sail-sg / sdft
  [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".
  ☆81Updated this week
• liuqidong07 / MOELoRA-peft
  [SIGIR'24] The official implementation code of MOELoRA.
  ☆113Updated last month
• Ablustrund / LoRAMoE
  LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment
  ☆191Updated 4 months ago
• gyhdog99 / MoCLE
  MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)
  ☆28Updated 5 months ago
• OpenKG-ORG / EasyDetect
  An Easy-to-use Hallucination Detection Framework for LLMs.
  ☆48Updated 4 months ago
• Bolin97 / awesome-instruction-selector
  Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning
  ☆27Updated 7 months ago
• Wang-ML-Lab / llm-continual-learning-survey
  Continual Learning of Large Language Models: A Comprehensive Survey
  ☆206Updated last month
• lancopku / label-words-are-anchors
  Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning
  ☆144Updated 7 months ago
• BeyonderXX / TRACE
  TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
  ☆56Updated 7 months ago
• pldlgb / nuggets
  ☆71Updated 8 months ago
• pillowsofwind / Knowledge-Conflicts-Survey
  The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"
  ☆62Updated 3 weeks ago
• hongbinye / Cognitive-Mirage-Hallucinations-in-LLMs
  Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"
  ☆47Updated 10 months ago
• AGI-Edgerunners / LLM-Continual-Learning-Papers
  Must-read Papers on Large Language Model (LLM) Continual Learning
  ☆129Updated 10 months ago
• X-PLUG / mPLUG-HalOwl
  mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
  ☆75Updated 7 months ago
• LightChen233 / M3CoT
  ☆31Updated 3 months ago
• AmourWaltz / Reliable-LLM
  ☆38Updated last week
• Imbalance-VLM / Imbalance-VLM
  ☆113Updated last year
• October2001 / ProLong
  [ACL 2024] A Prospector of Long-Dependency Data for Large Language Models
  ☆48Updated last month
• cooperleong00 / Awesome-LLM-Interpretability
  A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..
  ☆109Updated last week
• RayRuiboChen / Self-Filter
  ☆20Updated 3 months ago
• beccabai / Data-centric_multimodal_LLM
  Survey on Data-centric Large Language Models
  ☆58Updated 2 months ago
• zhxlia / Awesome-TableReasoning-LLM-Survey
  ☆29Updated 3 weeks ago
• ridiculouz / LLMaAA
  The official repository for paper "LLMaAA: Making Large Language Models as Active Annotators"
  ☆32Updated 5 months ago
• Magnetic2014 / llm-alignment-survey
  A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey"…
  ☆65Updated 11 months ago
• HowieHwong / UniGen
  UniGen: A Unified Framework for Dataset Generation via Large Language Model
  ☆21Updated last week
• princeton-nlp / QuRating
  [ICML 2024] Selecting High-Quality Data for Training Language Models
  ☆134Updated 2 months ago
• CASIA-LM / MoDS
  ☆109Updated 5 months ago