Alternatives and similar repositories for LLM_ICL

Users that are interested in LLM_ICL are comparing it to the libraries listed below

• john-hewitt / implicit-ins
  Codebase for Instruction Following without Instruction Tuning
  ☆34Updated 9 months ago
• googleinterns / localizing-paragraph-memorization
  ☆14Updated last year
• technion-cs-nlp / hallucination-mitigation
  ☆22Updated 6 months ago
• JayZhang42 / SLED
  SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433
  ☆26Updated 6 months ago
• UCSB-NLP-Chang / Prereq_tune
  Implementation for the paper "Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning"
  ☆10Updated 5 months ago
• feiyang-k / AutoScale
  Official Code Repository for [AutoScale–Automatic Prediction of Compute-optimal Data Compositions for Training LLMs]
  ☆12Updated 4 months ago
• allenai / hyper-task-descriptions
  Learning adapter weights from task descriptions
  ☆19Updated last year
• Reason-Wang / NAT
  [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…
  ☆26Updated last year
• GAIR-NLP / weak-to-strong-reasoning
  ☆59Updated 9 months ago
• yihuaihong / ConceptVectors
  ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"
  ☆35Updated 4 months ago
• cxcscmu / MATES
  Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]
  ☆71Updated 7 months ago
• yale-nlp / refdpo
  ☆16Updated 11 months ago
• yuzhaouoe / pretraining-data-packing
  [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training
  ☆22Updated 10 months ago
• RUCAIBox / RLMEC
  The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"
  ☆38Updated last year
• ChengpengLi1003 / DotaMath
  ☆30Updated 6 months ago
• qiuzh20 / EMoE
  Official PyTorch Implementation of EMoE: Unlocking Emergent Modularity in Large Language Models [main conference @ NAACL2024]
  ☆32Updated last year
• qcznlp / uncertainty_attack
  ☆19Updated 9 months ago
• GAIR-NLP / MetaCritique
  Evaluate the Quality of Critique
  ☆35Updated last year
• tianyi-lab / Mosaic-IT
  [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning
  ☆19Updated this week
• PrasannS / rlhf-length-biases
  ☆28Updated last year
• jinzhuoran / RAG-RewardBench
  RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
  ☆16Updated 6 months ago
• BunsenFeng / AbstainQA
  AbstainQA, ACL 2024
  ☆26Updated 8 months ago
• limenlp / safer-instruct
  This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"
  ☆17Updated last year
• UKPLab / acl2025-diverse-cot
  Code for the 2025 ACL publication "Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs"
  ☆27Updated this week
• KbsdJames / omni-math-rule
  The rule-based evaluation subset and code implementation of Omni-MATH
  ☆22Updated 6 months ago
• orionw / FollowIR
  FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
  ☆44Updated 11 months ago
• DAMO-NLP-SG / LongPO
  [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
  ☆37Updated 4 months ago
• sail-sg / ActivePRM
  ☆15Updated 2 months ago
• mathllm / Step-Controlled_DPO
  ☆22Updated 11 months ago
• chujiezheng / LLM-Extrapolation
  Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"
  ☆73Updated last month