This is a repository accompanying the survey Edge AI Meets LLM (coming soon), containing a comprehensive list of papers, codebases, toolchains, and open-source frameworks. It is intended to serve as a handbook for researchers and developers interested in Edge/Mobile LLMs.
☆17Jun 5, 2025Updated last year
Alternatives and similar repositories for Awesome-Edge-LLMs
Users that are interested in Awesome-Edge-LLMs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- BGEMM-CUDA is a CUDA-based low-bit GEMM kernel library for efficient neural network inference. It implements optimized binary and ternary…☆20Aug 30, 2024Updated last year
- Neural Network Quantization With Fractional Bit-widths☆11Feb 19, 2021Updated 5 years ago
- PyTorch Quantization Framework For OCP MX Datatypes.☆16May 30, 2025Updated last year
- Curated list of papers, frameworks, benchmarks, and applications for multimodal AI agents (LLMs, text-to-image, speech, world models, etc…☆36Jun 16, 2026Updated last month
- [ISCA 2025] Official Implementation of "MicroScopiQ: Accelerating Foundational Models through Outlier-Aware Microscaling Quantization"☆24Oct 30, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆28Dec 2, 2024Updated last year
- An efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences☆32Mar 7, 2024Updated 2 years ago
- Source code and model weights for the PGGAN model utilised for the paper: Evaluating the Clinical Realism of Synthetic Chest X-Rays Gener…☆11Mar 2, 2021Updated 5 years ago
- Two-Stage ECG Signal Denoising Based Deep Convolutional Network☆13Nov 19, 2021Updated 4 years ago
- BEHRT: Transformer for Electronic Health Recrods☆12May 11, 2020Updated 6 years ago
- Run ops on Apple ANE in NPU register with pure python on M1 Asahi Linux. No Espresso, No CoreML, no metal, no .mlmodels file, no .hwx fil…☆17Jun 28, 2026Updated last month
- bitfusion verilog implementation☆13Feb 21, 2022Updated 4 years ago
- UniQL official repository (ICLR 2026)☆17Jan 27, 2026Updated 6 months ago
- ☆20Jan 1, 2026Updated 7 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Collections of model quantization algorithms. Any issues, please contact Peng Chen (blueardour@gmail.com)☆45Aug 19, 2021Updated 4 years ago
- ICLR 2021☆48Mar 18, 2021Updated 5 years ago
- Deep Learning framework implemented from scratch in python using Numpy package.☆18Jan 28, 2020Updated 6 years ago
- Web chat front end for rk3588_npu_llm_server / RK3588 LLM chat interface☆16Jul 16, 2024Updated 2 years ago
- This is a 3-layer SNN for MNIST☆15May 11, 2022Updated 4 years ago
- Matrix multiplication on the NPU inside RK3588☆18Jun 27, 2024Updated 2 years ago
- ☆10Mar 8, 2025Updated last year
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆39Aug 20, 2024Updated last year
- ☆28Aug 21, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆124Nov 17, 2023Updated 2 years ago
- ☆15Oct 26, 2022Updated 3 years ago
- Qwen-Image's DiT inference with TensorRT-10☆21Oct 13, 2025Updated 9 months ago
- This was my thesis topic in undergrad when I tried to track the heart beats from raw ECG signals. The intention was to build a model that…☆23Oct 14, 2024Updated last year
- ☆14Feb 26, 2026Updated 5 months ago
- Reference book on Arm Helium (M-Profile Vector Extension) for Cortex-M processors covering SIMD, DSP, and ML (educational)☆25Jun 16, 2025Updated last year
- Implementation of NM sparsity recipe presented in the paper "Progressive Gradient Flow for Robust N:M Sparsity Training in Transformers".☆11Feb 5, 2024Updated 2 years ago
- ☆12Aug 18, 2023Updated 2 years ago
- LLM Inference with Microscaling Format☆35Nov 12, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆13Jun 29, 2024Updated 2 years ago
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆14Nov 27, 2024Updated last year
- ☆13Jul 24, 2018Updated 8 years ago
- enable vulkan on mali610☆29Oct 30, 2024Updated last year
- [DAC 2024] EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive La…☆95Jun 30, 2024Updated 2 years ago
- [ICLR 2025] Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better☆16Feb 15, 2025Updated last year
- ☆24Nov 28, 2019Updated 6 years ago