RAIVNLab / MRLLinks
Code repository for the paper - "Matryoshka Representation Learning"
☆507Updated last year
Alternatives and similar repositories for MRL
Users that are interested in MRL are comparing it to the libraries listed below
Sorting:
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆395Updated last year
- Generative Representational Instruction Tuning☆654Updated 3 months ago
- Train Models Contrastively in Pytorch☆723Updated 3 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆859Updated 2 weeks ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆341Updated last year
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆521Updated last month
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆554Updated 5 months ago
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆452Updated last year
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆257Updated last year
- Large Context Attention☆716Updated 5 months ago
- Annotated version of the Mamba paper☆485Updated last year
- ☆520Updated 7 months ago
- Scaling Data-Constrained Language Models☆335Updated 9 months ago
- DSIR large-scale data selection framework for language model training☆251Updated last year
- A repository for research on medium sized language models.☆499Updated 3 weeks ago
- DataComp: In search of the next generation of multimodal datasets☆719Updated last month
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labels☆331Updated 6 months ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆656Updated 2 weeks ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆617Updated last year
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆859Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆230Updated 9 months ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆741Updated 2 years ago
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆409Updated 5 months ago
- Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.☆561Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆456Updated last year
- Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'☆1,545Updated 5 months ago
- Official PyTorch implementation of QA-LoRA☆137Updated last year
- Task-based datasets, preprocessing, and evaluation for sequence models.☆582Updated last month
- code for training & evaluating Contextual Document Embedding models☆195Updated last month
- Official repository for ORPO☆455Updated last year