Design hardware-friendly model architectures and migrate existing LLMs with minimal performance loss
☆505Jul 14, 2026Updated 2 months ago
Alternatives and similar repositories for TransArch
Users that are interested in TransArch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs☆213Dec 4, 2025Updated 9 months ago
- ☆255Nov 19, 2025Updated 10 months ago
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆1,021Feb 5, 2026Updated 7 months ago
- ☆37Aug 7, 2025Updated last year
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆135Jun 24, 2025Updated last year
- 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.
- 🚀 Efficient implementations for emerging model architectures☆5,766Updated this week
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆172Oct 13, 2025Updated 11 months ago
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆282Jul 6, 2025Updated last year
- Experiments on Multi-Head Latent Attention☆101Aug 19, 2024Updated 2 years ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆314May 1, 2025Updated last year
- A library for subgraph GNN based on pyg☆39Nov 28, 2024Updated last year
- IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse☆145Mar 14, 2026Updated 6 months ago
- DeeperGEMM: crazy optimized version☆85May 5, 2025Updated last year
- A sparse attention kernel supporting mix sparse patterns☆555Jan 18, 2026Updated 8 months ago
- 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.
- Accelerating MoE with IO and Tile-aware Optimizations☆769Aug 29, 2026Updated 3 weeks ago
- Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models☆344Feb 23, 2025Updated last year
- DeepSeek-V3.2-Exp DSA Warmup Lightning Indexer training operator based on tilelang☆52Nov 19, 2025Updated 10 months ago
- MoBA: Mixture of Block Attention for Long-Context LLMs☆2,191Apr 3, 2025Updated last year
- ☆138May 29, 2025Updated last year
- FlashInfer: Kernel Library for LLM Serving☆6,452Updated this week
- The repo for SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass☆115Aug 18, 2026Updated last month
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆1,150Feb 25, 2026Updated 6 months ago
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆255Dec 16, 2024Updated last year
- 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.
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆348Jul 2, 2024Updated 2 years ago
- Implementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paper☆815Aug 15, 2025Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,229Sep 10, 2026Updated last week
- ☆120Feb 25, 2025Updated last year
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆431Jun 30, 2025Updated last year
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- ☆287Jun 6, 2025Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆861Mar 6, 2025Updated last year
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆742Aug 16, 2026Updated last month
- 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.
- A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training☆943Updated this week
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆52Jul 4, 2025Updated last year
- Kernel Library for Large Headdim Attention (64~1024, BF16/FP8/FP4), 1.5x~15x↑ vs PyTorch SDPA.☆333Updated this week
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆540Feb 10, 2025Updated last year
- Efficient triton implementation of Native Sparse Attention.☆283May 23, 2025Updated last year
- Implementation for FP8/INT8 Rollout for RL training without performence drop.☆308Nov 7, 2025Updated 10 months ago
- Distributed MoE in a Single Kernel [NeurIPS '25]☆291May 5, 2026Updated 4 months ago