apple / ml-dataset-decompositionLinks
Official repo of dataset-decomposition paper [NeurIPS 2024]
☆20Updated 11 months ago
Alternatives and similar repositories for ml-dataset-decomposition
Users that are interested in ml-dataset-decomposition are comparing it to the libraries listed below
Sorting:
- Common tools for data processing☆22Updated last week
- ☆89Updated last year
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆35Updated 9 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆40Updated 2 months ago
- A repository for research on medium sized language models.☆77Updated last year
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆86Updated last year
- GoldFinch and other hybrid transformer components☆45Updated last year
- Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment☆60Updated last year
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- A toolkit implementing advanced methods to transfer models and model knowledge across tokenizers.☆58Updated 5 months ago
- [NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"☆38Updated last year
- ☆53Updated last year
- Official code repo for paper "Great Memory, Shallow Reasoning: Limits of kNN-LMs"☆24Updated 7 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆45Updated 2 months ago
- Long Context Extension and Generalization in LLMs☆62Updated last year
- ☆85Updated last month
- ☆75Updated last year
- Here we will test various linear attention designs.☆62Updated last year
- ☆53Updated last year
- DPO, but faster 🚀☆46Updated last year
- JAX Scalify: end-to-end scaled arithmetics☆17Updated last year
- Official code release for "SuperBPE: Space Travel for Language Models"☆76Updated last month
- Replicating O1 inference-time scaling laws☆91Updated last year
- ☆19Updated 11 months ago
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆74Updated 5 months ago
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆51Updated last month
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- Codebase for Context-aware Meta-learned Loss Scaling (CaMeLS). https://arxiv.org/abs/2305.15076.☆25Updated last year
- Codebase for Instruction Following without Instruction Tuning☆36Updated last year
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆33Updated last year