Alternatives and similar repositories for automated-instruction-selection

Users that are interested in automated-instruction-selection are comparing it to the libraries listed below

• sail-sg / SkyLadder
  The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling
  ☆32Updated 2 months ago
• GAIR-NLP / OctoThinker
  Revisiting Mid-training in the Era of RL Scaling
  ☆48Updated last month
• Leooyii / LCEG
  Long Context Extension and Generalization in LLMs
  ☆56Updated 8 months ago
• allenai / easy-to-hard-generalization
  Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"
  ☆47Updated last year
• SynthLabsAI / big-math
  A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models
  ☆55Updated 3 months ago
• katiekang1998 / reasoning_generalization
  ☆32Updated 4 months ago
• john-hewitt / implicit-ins
  Codebase for Instruction Following without Instruction Tuning
  ☆34Updated 8 months ago
• hkust-nlp / PreSelect
  ☆46Updated 3 months ago
• qiuzh20 / gated_attention
  The official implementation for Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
  ☆40Updated 3 weeks ago
• ShiZhengyan / InstructionModelling
  [NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"
  ☆37Updated last year
• sail-sg / scaling-with-vocab
  [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623
  ☆84Updated 8 months ago
• HypherX / Evolution-Analysis
  ☆22Updated 5 months ago
• Infini-AI-Lab / S2FT
  ☆17Updated 5 months ago
• sail-sg / dice
  Official implementation of Bootstrapping Language Models via DPO Implicit Rewards
  ☆44Updated last month
• GAIR-NLP / benbench
  Benchmarking Benchmark Leakage in Large Language Models
  ☆51Updated last year
• yale-nlp / refdpo
  ☆16Updated 10 months ago
• CodeCreator / WebOrganizer
  Organize the Web: Constructing Domains Enhances Pre-Training Data Curation
  ☆50Updated last month
• hbin0701 / Self-Explore
  [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…
  ☆51Updated last year
• RUCAIBox / JiuZhang3.0
  The code and data for the paper JiuZhang3.0
  ☆45Updated last year
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆73Updated 7 months ago
• open-compass / GPassK
  [ACL 2025] Are Your LLMs Capable of Stable Reasoning?
  ☆25Updated 2 months ago
• dangxingyu / rnn-icrag
  Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"
  ☆27Updated last year
• Essential-AI / reflection
  ☆42Updated last month
• HKUNLP / critic-rl
  [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning
  ☆98Updated last month
• RenzeLou / AAAR-1.0
  The source code for running LLMs on the AAAR-1.0 benchmark.
  ☆16Updated 2 months ago
• gl-ybnbxb / BoNBoN
  ☆17Updated last year
• hughbzhang / o1_inference_scaling_laws
  Replicating O1 inference-time scaling laws
  ☆87Updated 6 months ago
• lmarena / PPE
  ☆48Updated 3 weeks ago
• mandyyyyii / east
  ☆17Updated last month
• kamanphoebe / Look-into-MoEs
  [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models
  ☆52Updated 3 months ago