Alternatives and similar repositories for Mitigating-the-Alignment-Tax-of-RLHF

Users that are interested in Mitigating-the-Alignment-Tax-of-RLHF are comparing it to the libraries listed below

• declare-lab / resta
  Restore safety in fine-tuned language models through task arithmetic
  ☆28Updated last year
• ADaM-BJTU / W2SG
  The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”
  ☆16Updated last year
• VITA-Group / SEAL
  Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free
  ☆28Updated 2 months ago
• dannyallover / overthinking_the_truth
  ☆29Updated last year
• hkust-nlp / PEM_composition
  [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"
  ☆61Updated last year
• deeplearning-wisc / picle
  Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)
  ☆25Updated last year
• HillZhang1999 / ICD
  Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"
  ☆65Updated last year
• qtli / GSM-Plus
  GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.
  ☆62Updated 11 months ago
• GAIR-NLP / BeHonest
  BeHonest: Benchmarking Honesty in Large Language Models
  ☆34Updated 10 months ago
• Li-Hyn / LLM_CatastrophicForgetting
  Code for LLM_Catastrophic_Forgetting via SAM.
  ☆10Updated last year
• Re-Align / AlignTDS
  Analyzing LLM Alignment via Token distribution shift
  ☆16Updated last year
• tml-epfl / long-is-more-for-alignment
  Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning [ICML 2024]
  ☆17Updated last year
• yizhongw / truthfulqa_reeval
  ☆11Updated last year
• yihuaihong / ConceptVectors
  ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"
  ☆35Updated 4 months ago
• hkust-nlp / Activation_Decoding
  In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)
  ☆59Updated last year
• hongshi97 / CAD
  Unofficial re-implementation of "Trusting Your Evidence: Hallucinate Less with Context-aware Decoding"
  ☆30Updated 7 months ago
• JasonForJoy / Model-Editing-Hurt
  EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
  ☆35Updated last month
• SumilerGAO / SunGen
  ☆27Updated 2 years ago
• yasumasaonoe / entity_knowledge_propagation
  ☆17Updated last year
• yuzhaouoe / SAE-based-representation-engineering
  [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
  ☆60Updated 7 months ago
• ChaosCodes / ProPETL
  One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning
  ☆39Updated last year
• katiekang1998 / llm_hallucinations
  ☆17Updated last year
• JayZhang42 / SLED
  SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433
  ☆26Updated 6 months ago
• fc2869 / lo-fit
  LoFiT: Localized Fine-tuning on LLM Representations
  ☆39Updated 5 months ago
• alisawuffles / proxy-tuning
  Code associated with Tuning Language Models by Proxy (Liu et al., 2024)
  ☆112Updated last year
• RUCAIBox / HaluEval-2.0
  ☆44Updated last year
• ZeroYuHuang / Transformer-Patcher
  ☆31Updated last year
• deeplearning-wisc / args
  ☆40Updated last year
• YJiangcm / LTE
  [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing
  ☆36Updated 10 months ago
• yizhongw / llm-temporal-alignment
  Methods and evaluation for aligning language models temporally
  ☆29Updated last year