RAIVNLab / MRLLinks
Code repository for the paper - "Matryoshka Representation Learning"
☆499Updated last year
Alternatives and similar repositories for MRL
Users that are interested in MRL are comparing it to the libraries listed below
Sorting:
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆550Updated 5 months ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆256Updated last year
- Annotated version of the Mamba paper☆482Updated last year
- Generative Representational Instruction Tuning☆640Updated 2 months ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆514Updated 3 weeks ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆851Updated last week
- Scaling Data-Constrained Language Models☆334Updated 8 months ago
- Train Models Contrastively in Pytorch☆716Updated 2 months ago
- A repository for research on medium sized language models.☆497Updated last month
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆393Updated last year
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆337Updated 11 months ago
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆230Updated 9 months ago
- ☆518Updated 6 months ago
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆451Updated last year
- DataComp: In search of the next generation of multimodal datasets☆714Updated last month
- Official PyTorch implementation of QA-LoRA☆137Updated last year
- Official repository for ORPO☆453Updated last year
- Helpful tools and examples for working with flex-attention☆811Updated last week
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆612Updated last year
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆737Updated 2 years ago
- DSIR large-scale data selection framework for language model training☆249Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆396Updated last year
- The repository for the code of the UltraFastBERT paper☆516Updated last year
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆613Updated 2 weeks ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆530Updated last year
- Building blocks for foundation models.☆502Updated last year
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labels☆328Updated 5 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆727Updated 8 months ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆456Updated last year
- BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.☆202Updated last month