Alternatives and similar repositories for awesome-lifelong-learning-methods-for-llm:

Users that are interested in awesome-lifelong-learning-methods-for-llm are comparing it to the libraries listed below

• circle-hit / SAPT
  Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …
  ☆34Updated 3 months ago
• GCYZSL / MoLA
  ☆132Updated 9 months ago
• cmnfriend / O-LoRA
  ☆172Updated 9 months ago
• sail-sg / sdft
  [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".
  ☆117Updated 5 months ago
• liuqidong07 / MOELoRA-peft
  [SIGIR'24] The official implementation code of MOELoRA.
  ☆160Updated 9 months ago
• zzz47zzz / codebase-for-incremental-learning-with-llm
  [ACL2024] A Codebase for Incremental Learning with Large Language Models; Official released code for "Learn or Recall? Revisiting Increme…
  ☆40Updated 2 months ago
• BeyonderXX / TRACE
  TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
  ☆67Updated last year
• gyhdog99 / MoCLE
  MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)
  ☆35Updated last year
• Hongcheng-Gao / Awesome-Long2short-on-LRMs
  Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…
  ☆190Updated last week
• AmourWaltz / Reliable-LLM
  ☆113Updated 7 months ago
• RyanLiu112 / Awesome-Process-Reward-Models
  A comprehensive collection of process reward models.
  ☆67Updated this week
• AGI-Edgerunners / LLM-Continual-Learning-Papers
  Must-read Papers on Large Language Model (LLM) Continual Learning
  ☆141Updated last year
• Wang-ML-Lab / llm-continual-learning-survey
  Continual Learning of Large Language Models: A Comprehensive Survey
  ☆390Updated 2 weeks ago
• Zanette-Labs / efficient-reasoning
  ☆54Updated last week
• hemingkx / TokenSkip
  TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆133Updated last month
• Yiwei98 / TDG
  ☆27Updated last year
• zzz47zzz / spurious-forgetting
  [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"
  ☆36Updated 2 months ago
• LightChen233 / reasoning-boundary
  ☆55Updated 6 months ago
• EIT-NLP / Awesome-Latent-CoT
  This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
  ☆72Updated this week
• sail-sg / CPO
  [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.
  ☆115Updated last month
• zzz47zzz / awesome-lifelong-learning-methods-for-llm
  [ACM Computing Surveys 2025] This repository collects awesome survey, resource, and paper for Lifelong Learning with Large Language Model…
  ☆121Updated 2 months ago
• LightChen233 / M3CoT
  ☆72Updated 10 months ago
• junkangwu / beta-DPO
  [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$
  ☆43Updated 6 months ago
• Blueyee / Efficient-CoT-LRMs
  Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!
  ☆49Updated 3 weeks ago
• pillowsofwind / Knowledge-Conflicts-Survey
  [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"
  ☆112Updated 7 months ago
• didizhu-zju / Model-Tailor
  ☆21Updated 7 months ago
• HowieHwong / UniGen
  [ICLR'25] DataGen: Unified Synthetic Dataset Generation via Large Language Models
  ☆46Updated last month
• which47 / LLMCL
  Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning
  ☆30Updated 5 months ago
• pldlgb / nuggets
  ☆81Updated last year
• WooooDyy / MathCritique
  Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".
  ☆52Updated 4 months ago