abdelfattah-lab / shadow_llmLinks
☆10Updated last year
Alternatives and similar repositories for shadow_llm
Users that are interested in shadow_llm are comparing it to the libraries listed below
Sorting:
- LLM Inference with Microscaling Format☆32Updated last year
- ☆15Updated 8 months ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆121Updated 4 months ago
- The official implementation of the DAC 2024 paper GQA-LUT☆20Updated 11 months ago
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Updated last year
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆54Updated last year
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆20Updated last year
- ☆15Updated last year
- ☆24Updated last year
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆68Updated last year
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆111Updated last year
- ☆60Updated last year
- ☆57Updated last year
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆49Updated 3 months ago
- ☆80Updated last year
- ☆37Updated last year
- Residual vector quantization for KV cache compression in large language model☆10Updated last year
- Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs☆21Updated 2 weeks ago
- This repo contains the code for studying the interplay between quantization and sparsity methods☆24Updated 9 months ago
- ☆31Updated last year
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆47Updated last year
- SLiM: One-shot Quantized Sparse Plus Low-rank Approximation of LLMs (ICML 2025)☆29Updated last week
- ☆15Updated 3 years ago
- ☆71Updated 4 months ago
- ☆45Updated last year
- Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…☆21Updated last year
- Torch2Chip (MLSys, 2024)☆54Updated 7 months ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Updated 3 years ago
- ☆21Updated last year
- Code Repository of Evaluating Quantized Large Language Models☆137Updated last year