Alternatives and similar repositories for W4S

Users that are interested in W4S are comparing it to the libraries listed below

• 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
• WeiminXiong / IPR
  Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)
  ☆57Updated 7 months ago
• HKUNLP / critic-rl
  [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning
  ☆98Updated last month
• RUCAIBox / RLMEC
  The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"
  ☆38Updated last year
• koalazf99 / Awesome-DataCentric-LLM
  Trending projects & awesome papers about data-centric llm studies.
  ☆36Updated 2 weeks ago
• shizhediao / R-Tuning
  [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…
  ☆111Updated 10 months ago
• iQua / llmpebase
  This is a unified platform for implementing and evaluating test-time reasoning mechanisms in Large Language Models (LLMs).
  ☆18Updated 4 months ago
• meowpass / FollowComplexInstruction
  Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…
  ☆48Updated 11 months ago
• hanxuhu / SeqIns
  The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LA…
  ☆29Updated 6 months ago
• starrYYxuan / LeCo
  This the implementation of LeCo
  ☆31Updated 4 months ago
• THU-KEG / RM-Bench
  [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
  ☆48Updated 2 weeks ago
• weirayao / Retroformer
  ☆31Updated last year
• junkangwu / beta-DPO
  [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$
  ☆45Updated 7 months ago
• thu-coai / SPaR
  ☆47Updated 5 months ago
• mingyin1 / Agents_Failure_Attribution
  ICML 2025 Spotlight
  ☆90Updated this week
• ShuoTang123 / MATRIX-Gen
  ☆42Updated 7 months ago
• JayZhang42 / SLED
  SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433
  ☆25Updated 6 months ago
• xufangzhi / Symbol-LLM
  [ACL 2024] The project of Symbol-LLM
  ☆55Updated 10 months ago
• THUDM / T1
  Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
  ☆104Updated 4 months ago
• ernie-research / Tool-Augmented-Reward-Model
  [ICLR'24 spotlight] Tool-Augmented Reward Modeling
  ☆50Updated this week
• feiyang-k / AutoScale
  Official Code Repository for [AutoScale–Automatic Prediction of Compute-optimal Data Compositions for Training LLMs]
  ☆12Updated 4 months ago
• swtheing / PF-PPO-RLHF
  ☆33Updated 8 months ago
• MingyuJ666 / Disentangling-Memory-and-Reasoning
  [ACL'25] We propose a novel fine-tuning method, Separate Memory and Reasoning, which combines prompt tuning with LoRA.
  ☆54Updated 2 weeks ago
• SIMONLQY / RethinkMCTS
  ☆27Updated 8 months ago
• RyanLiu112 / GenPRM
  Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".
  ☆73Updated this week
• junchenzhi / Awesome-LLM-Ensemble
  A curated list of Awesome-LLM-Ensemble papers for the survey "Harnessing Multiple Large Language Models: A Survey on LLM Ensemble"
  ☆58Updated this week
• GAIR-NLP / weak-to-strong-reasoning
  ☆59Updated 9 months ago
• RUCKBReasoning / CoT-based-Synthesizer
  Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'
  ☆27Updated 2 weeks ago
• cathyxl / MAgIC
  ☆40Updated 6 months ago
• rookie-joe / AutoPSV
  ☆46Updated 7 months ago