Building modular LMs with parameter-efficient fine-tuning.
☆115Jan 18, 2026Updated 2 months ago
Alternatives and similar repositories for mttl
Users that are interested in mttl are comparing it to the libraries listed below
Sorting:
- ☆54May 8, 2023Updated 2 years ago
- ☆30Sep 28, 2023Updated 2 years ago
- This repository contains the implementation of the paper "MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models".☆24May 28, 2025Updated 9 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Nov 26, 2023Updated 2 years ago
- ☆157Aug 24, 2021Updated 4 years ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆40Jul 1, 2023Updated 2 years ago
- We view Large Language Models as stochastic language layers in a network, where the learnable parameters are the natural language prompts…☆95Jul 25, 2024Updated last year
- ☆26Nov 23, 2023Updated 2 years ago
- ☆211Feb 3, 2024Updated 2 years ago
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆456Sep 6, 2023Updated 2 years ago
- ☆274Oct 31, 2023Updated 2 years ago
- Code for NOLA, an implementation of "nola: Compressing LoRA using Linear Combination of Random Basis"☆57Aug 25, 2024Updated last year
- Apply methods described in "Git Re-basin"-paper [1] to arbitrary models --- [1] Ainsworth et al. (https://arxiv.org/abs/2209.04836)☆15Updated this week
- Official implementation for Sparse MetA-Tuning (SMAT)☆17Jul 29, 2025Updated 7 months ago
- [ACL 2023]: Training Trajectories of Language Models Across Scales https://arxiv.org/pdf/2212.09803.pdf☆25Nov 14, 2023Updated 2 years ago
- The repository contains code for Adaptive Data Optimization☆32Dec 9, 2024Updated last year
- Official implementation for "Parameter-Efficient Fine-Tuning Design Spaces"☆27Jan 4, 2023Updated 3 years ago
- From Accuracy to Robustness: A Study of Rule- and Model-based Verifiers in Mathematical Reasoning.☆25Oct 7, 2025Updated 5 months ago
- AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning (Zhou et al.; TACL 2024)☆51Mar 17, 2024Updated 2 years ago
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".☆30Jan 24, 2023Updated 3 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Jan 31, 2023Updated 3 years ago
- [ICLR2023] NTK-SAP: Improving neural network pruning by aligning training dynamics☆20May 1, 2023Updated 2 years ago
- ☆77Apr 29, 2024Updated last year
- Official code for Guiding Language Model Math Reasoning with Planning Tokens☆18Feb 29, 2024Updated 2 years ago
- ☆17Apr 17, 2024Updated last year
- An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆36Jun 7, 2024Updated last year
- Neural-etwork-parameters-with-Diffusion☆38May 27, 2024Updated last year
- Code Repository for the NeurIPS 2021 paper: "Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic P…☆22Jul 10, 2024Updated last year
- Model Stock: All we need is just a few fine-tuned models☆129Aug 9, 2025Updated 7 months ago
- ☆18Aug 19, 2024Updated last year
- Residual Prompt Tuning: a method for faster and better prompt tuning.☆57May 10, 2023Updated 2 years ago
- Neural embeddings with negative sampling in Keras☆11Jun 11, 2017Updated 8 years ago
- Comparison of method "Pruning at initialization prior to training" (Synflow/SNIP/GraSP) in PyTorch☆17May 12, 2024Updated last year
- The official implementation of InterBERT☆11Oct 18, 2022Updated 3 years ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆146Sep 10, 2023Updated 2 years ago
- This is a new metric that can be used to evaluate faithfulness of text generated by LLMs. The work behind this repository can be found he…☆31Aug 25, 2023Updated 2 years ago
- Repo for "Smart Word Suggestions" (SWS) task and benchmark☆20Dec 4, 2023Updated 2 years ago
- On the Effectiveness of Parameter-Efficient Fine-Tuning☆38Nov 4, 2023Updated 2 years ago
- Code for the paper "Modelling Latent Translations for Cross-Lingual Transfer"☆17Nov 22, 2021Updated 4 years ago