BorealisAI / neuzipLinks
Official repository for the paper "NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks". This repository contains the code for the experiments in the paper.
☆58Updated 7 months ago
Alternatives and similar repositories for neuzip
Users that are interested in neuzip are comparing it to the libraries listed below
Sorting:
- Work in progress.☆69Updated 2 weeks ago
- This repo is based on https://github.com/jiaweizzhao/GaLore☆28Updated 9 months ago
- ☆56Updated 3 months ago
- ☆58Updated this week
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆33Updated 3 months ago
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆47Updated 2 months ago
- Esoteric Language Models☆77Updated last week
- FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation☆49Updated 11 months ago
- ☆68Updated this week
- A repository for research on medium sized language models.☆76Updated last year
- Query-agnostic KV cache eviction: 3–4× reduction in memory and 2× decrease in latency (Qwen3/2.5, Gemma3, LLaMA3)☆85Updated 2 weeks ago
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆84Updated 7 months ago
- Training-free Post-training Efficient Sub-quadratic Complexity Attention. Implemented with OpenAI Triton.☆136Updated last week
- RWKV-7: Surpassing GPT☆91Updated 7 months ago
- ☆48Updated 11 months ago
- QuIP quantization☆54Updated last year
- ☆38Updated this week
- An extention to the GaLore paper, to perform Natural Gradient Descent in low rank subspace☆17Updated 8 months ago
- The evaluation framework for training-free sparse attention in LLMs☆69Updated last week
- ☆80Updated 5 months ago
- Lottery Ticket Adaptation☆39Updated 7 months ago
- ☆79Updated 10 months ago
- Official implementation of the paper: "ZClip: Adaptive Spike Mitigation for LLM Pre-Training".☆127Updated 3 weeks ago
- RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best…☆46Updated 3 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆98Updated 8 months ago
- Lightweight toolkit package to train and fine-tune 1.58bit Language models☆80Updated last month
- A single repo with all scripts and utils to train / fine-tune the Mamba model with or without FIM☆55Updated last year
- ☆137Updated this week
- Official Repository for Task-Circuit Quantization☆20Updated 3 weeks ago
- ☆35Updated last year