Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)
☆46May 20, 2026Updated 2 months ago
Alternatives and similar repositories for RoSA
Users that are interested in RoSA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A fork of the PEFT library, supporting Robust Adaptation (RoSA)☆15Aug 16, 2024Updated last year
- ☆15Nov 7, 2024Updated last year
- Code for ICML 2022 paper "SPDY: Accurate Pruning with Speedup Guarantees"☆20May 3, 2023Updated 3 years ago
- ☆14May 4, 2024Updated 2 years ago
- neural network and deep learning course projects to work and design on different problems such as classification, regression, optimisatio…☆15Aug 29, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Collection of autoregressive model implementation☆84Jun 10, 2026Updated last month
- Using modal.com to process FineWeb-edu data☆20Apr 11, 2026Updated 3 months ago
- Implementation of paper 'Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing'☆24Jun 9, 2024Updated 2 years ago
- AFPQ code implementation☆23Nov 6, 2023Updated 2 years ago
- ☆24Jun 16, 2024Updated 2 years ago
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆34Mar 7, 2025Updated last year
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆278Nov 3, 2023Updated 2 years ago
- ☆10Aug 22, 2023Updated 2 years ago
- ☆30Jul 22, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Optimizing Causal LMs through GRPO with weighted reward functions and automated hyperparameter tuning using Optuna☆60Oct 18, 2025Updated 9 months ago
- ☆16Sep 27, 2023Updated 2 years ago
- ☆22Jul 5, 2024Updated 2 years ago
- [ICLR25] Official Implementation of "Decoupling Angles and Strength in Low-rank Adaptation"☆15Dec 12, 2025Updated 7 months ago
- [ICLR 2023] Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation☆12Jul 31, 2023Updated 2 years ago
- Code accompanying the NeurIPS 2020 paper: WoodFisher (Singh & Alistarh, 2020)☆53Mar 8, 2021Updated 5 years ago
- Vector Approximate Message Passing inference framework for GWAS☆20Jun 12, 2026Updated last month
- Code for data-aware compression of DeepSeek models☆75Dec 11, 2025Updated 7 months ago
- 5X faster 60% less memory QLoRA finetuning☆21May 28, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Open addressing hash table on C++☆14Jan 19, 2015Updated 11 years ago
- ☆15Mar 20, 2025Updated last year
- ☆21Jul 30, 2024Updated last year
- ☆26Nov 23, 2023Updated 2 years ago
- A block pruning framework for LLMs.☆28May 17, 2025Updated last year
- Pytorch distributed backend extension with compression support☆17Mar 24, 2025Updated last year
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Mar 12, 2024Updated 2 years ago
- MiSS is a novel PEFT method that features a low-rank structure but introduces a new update mechanism distinct from LoRA, achieving an exc…☆35Mar 9, 2026Updated 4 months ago
- ☆29Apr 29, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆182Jan 29, 2026Updated 5 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆43Jan 15, 2024Updated 2 years ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆418Nov 20, 2025Updated 8 months ago
- Open-source Human Feedback Library☆11Oct 25, 2023Updated 2 years ago
- Benchmark tests supporting the TiledCUDA library.☆19Nov 19, 2024Updated last year
- [ICLR 2026] Autoregressive Image Generation with Randomized Parallel Decoding☆93Feb 16, 2026Updated 5 months ago
- Official repository of paper [FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic, NeurIPS 2025]☆21Dec 2, 2025Updated 7 months ago