apple / ml-dataset-decompositionLinks
Official repo of dataset-decomposition paper [NeurIPS 2024]
☆18Updated 4 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:
- This repo is based on https://github.com/jiaweizzhao/GaLore☆28Updated 8 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆32Updated 2 months ago
- ☆79Updated 9 months ago
- ☆20Updated last month
- The official implementation for Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free☆40Updated 3 weeks ago
- Script for processing OpenAI's PRM800K process supervision dataset into an Alpaca-style instruction-response format☆27Updated last year
- Here we will test various linear attention designs.☆58Updated last year
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Updated last year
- Lottery Ticket Adaptation☆39Updated 6 months ago
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆32Updated 2 months ago
- Long Context Extension and Generalization in LLMs☆56Updated 8 months ago
- Reinforcing General Reasoning without Verifiers☆51Updated last week
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆43Updated last year
- ☆34Updated 11 months ago
- ☆32Updated 4 months ago
- GoldFinch and other hybrid transformer components☆45Updated 10 months ago
- Open-Source LLM Coders with Co-Evolving Reinforcement Learning☆40Updated this week
- The official code repo and data hub of top_nsigma sampling strategy for LLMs.☆25Updated 3 months ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆28Updated last year
- Code Implementation, Evaluations, Documentation, Links and Resources for Min P paper☆35Updated 2 months ago
- ☆20Updated last year
- Official code repo for paper "Great Memory, Shallow Reasoning: Limits of kNN-LMs"☆23Updated last month
- Minimum Description Length probing for neural network representations☆19Updated 4 months ago
- Using FlexAttention to compute attention with different masking patterns☆43Updated 8 months ago
- ☆19Updated 10 months ago
- Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment☆57Updated 9 months ago
- Train a SmolLM-style llm on fineweb-edu in JAX/Flax with an assortment of optimizers.☆17Updated 2 months ago
- A repository for research on medium sized language models.☆76Updated last year
- Efficient Scaling laws and collaborative pretraining.☆16Updated 4 months ago
- ☆18Updated 11 months ago