locuslab / scaling_laws_data_filtering

Related projects ⓘ

Alternatives and complementary repositories for scaling_laws_data_filtering

• yegcjs / mixinglaws
  ☆88Updated last month
• sail-sg / scaling-with-vocab
  [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623
  ☆69Updated last month
• allenai / easy-to-hard-generalization
  Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"
  ☆44Updated 10 months ago
• cxcscmu / MATES
  Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]
  ☆49Updated last week
• sail-sg / regmix
  🧬 RegMix: Data Mixture as Regression for Language Model Pre-training
  ☆88Updated last month
• DAMO-NLP-SG / CLEX
  [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models
  ☆73Updated 8 months ago
• hkust-nlp / llm-compression-intelligence
  Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]
  ☆127Updated 2 months ago
• ZitongYang / Synthetic_Continued_Pretraining
  Code implementation of synthetic continued pretraining
  ☆60Updated last month
• john-hewitt / implicit-ins
  Codebase for Instruction Following without Instruction Tuning
  ☆32Updated last month
• yale-nlp / refdpo
  ☆15Updated 3 months ago
• TIGER-AI-Lab / LongICLBench
  Code and Data for "Long-context LLMs Struggle with Long In-context Learning"
  ☆91Updated 4 months ago
• princeton-nlp / QuRating
  [ICML 2024] Selecting High-Quality Data for Training Language Models
  ☆146Updated 5 months ago
• RLHFlow / Directional-Preference-Alignment
  Directional Preference Alignment
  ☆50Updated last month
• Open-Source-O1 / o1_Reasoning_Patterns_Study
  ☆62Updated 3 weeks ago
• wwxu21 / CUT
  Source code of "Reasons to Reject? Aligning Language Models with Judgments"
  ☆56Updated 8 months ago
• GAIR-NLP / scaleeval
  Scalable Meta-Evaluation of LLMs as Evaluators
  ☆41Updated 9 months ago
• WHGTyen / BIG-Bench-Mistake
  A dataset of LLM-generated chain-of-thought steps annotated with mistake location.
  ☆73Updated 3 months ago
• ernie-research / Tool-Augmented-Reward-Model
  [ICLR'24 spotlight] Tool-Augmented Reward Modeling
  ☆36Updated 8 months ago
• Shwai-He / MEO
  The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":
  ☆35Updated 7 months ago
• chujiezheng / LLM-Extrapolation
  Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"
  ☆68Updated 5 months ago
• Leooyii / LCEG
  Long Context Extension and Generalization in LLMs
  ☆39Updated 2 months ago
• chenllliang / MMEvalPro
  Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs
  ☆22Updated last month
• weizhepei / InstructRAG
  InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
  ☆54Updated last week
• sail-sg / dice
  Official implementation of Bootstrapping Language Models via DPO Implicit Rewards
  ☆39Updated 3 months ago
• TianduoWang / DPO-ST
  [ACL 2024] Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning
  ☆30Updated 3 months ago
• IBM / SALMON
  Self-Alignment with Principle-Following Reward Models
  ☆147Updated 8 months ago
• princeton-nlp / ProLong
  Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"
  ☆119Updated 3 weeks ago
• VITA-Group / Random-MoE-as-Dropout
  [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…
  ☆44Updated last year
• yyDing1 / ScaleQuest
  We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.
  ☆51Updated 3 weeks ago
• GAIR-NLP / OlympicArena
  This is the official repository of the paper "OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI"
  ☆86Updated last month