Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
☆476Apr 21, 2024Updated 2 years ago
Alternatives and similar repositories for relora
Users that are interested in relora 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 public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.☆34Mar 2, 2024Updated 2 years ago
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,704Oct 28, 2024Updated last year
- Official PyTorch implementation of QA-LoRA☆148Mar 13, 2024Updated 2 years ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,795Apr 17, 2024Updated 2 years ago
- Official implementation of ICLR 2025 'LORO: Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization'☆19Apr 24, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,179Jan 11, 2024Updated 2 years ago
- SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)☆39Nov 1, 2024Updated last year
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆361Aug 7, 2024Updated 2 years ago
- ☆234Jun 24, 2024Updated 2 years ago
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆400Feb 24, 2024Updated 2 years ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆669Jul 22, 2024Updated 2 years ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆208May 20, 2024Updated 2 years ago
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆396Jun 1, 2023Updated 3 years ago
- Multipack distributed sampler for fast padding-free training of LLMs☆207Aug 10, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆431Jun 30, 2025Updated last year
- ☆235Jun 11, 2024Updated 2 years ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,686Aug 14, 2024Updated 2 years ago
- ☆26Nov 23, 2023Updated 2 years ago
- ☆36Aug 23, 2023Updated 3 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,043Jun 10, 2024Updated 2 years ago
- Tools for merging pretrained large language models.☆7,395Sep 12, 2026Updated last month
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆459Sep 6, 2023Updated 3 years ago
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆427Dec 20, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆87Mar 5, 2024Updated 2 years ago
- ☆215Nov 25, 2025Updated 10 months ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,923Jan 21, 2024Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,522Sep 7, 2026Updated last month
- This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.☆108Jul 1, 2024Updated 2 years ago
- Minimalistic large language model 3D-parallelism training☆2,841Updated this week
- LOMO: LOw-Memory Optimization☆993Jul 2, 2024Updated 2 years ago
- ☆71Jul 11, 2024Updated 2 years ago
- Salesforce open-source LLMs with 8k sequence length.☆728Jun 2, 2026Updated 4 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆163Feb 9, 2024Updated 2 years ago
- ☆279Oct 31, 2023Updated 2 years ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,911Mar 14, 2024Updated 2 years ago
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆110Jun 20, 2025Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆412May 17, 2024Updated 2 years ago
- batched loras☆352Sep 6, 2023Updated 3 years ago
- Go ahead and axolotl questions☆12,557Updated this week