Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline model in a user-friendly interface.
☆665Sep 11, 2024Updated last year
Alternatives and similar repositories for LLM-Viewer
Users that are interested in LLM-Viewer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆124Mar 13, 2024Updated 2 years ago
- Accurate, large-scale, and extensible simulator for LLM inference Systems☆647Jul 25, 2025Updated last year
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,424Updated this week
- ☆262Oct 24, 2025Updated 9 months ago
- Latency and Memory Analysis of Transformer Models for Training and Inference☆489Apr 19, 2025Updated 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.
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆423Nov 20, 2025Updated 8 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆852Mar 6, 2025Updated last year
- Dynamic Memory Management for Serving LLMs without PagedAttention☆506Jul 17, 2026Updated last week
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆344Jul 2, 2024Updated 2 years ago
- A throughput-oriented high-performance serving framework for LLMs☆971Mar 29, 2026Updated 4 months ago
- FlashInfer: Kernel Library for LLM Serving☆6,053Updated this week
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆431Aug 13, 2024Updated last year
- A Easy-to-understand TensorOp Matmul Tutorial☆446Mar 5, 2026Updated 4 months ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,197Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆539Feb 10, 2025Updated last year
- how to optimize some algorithm in cuda.☆3,152Updated this week
- A low-latency & high-throughput serving engine for LLMs☆511Jan 8, 2026Updated 6 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,111Sep 4, 2024Updated last year
- Reorder-based post-training quantization for large language model☆199May 17, 2023Updated 3 years ago
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆6,063Updated this week
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆402Jul 10, 2025Updated last year
- DeepSeek-V3/R1 inference performance simulator☆194Mar 27, 2025Updated last year
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,348Aug 28, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Efficient and easy multi-instance LLM serving☆564Mar 12, 2026Updated 4 months ago
- A curated list for Efficient Large Language Models☆2,026Jun 17, 2025Updated last year
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆129Jul 13, 2024Updated 2 years ago
- ☆192Jan 14, 2025Updated last year
- LLM Inference analyzer for different hardware platforms☆121Jun 23, 2026Updated last month
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆184Jul 12, 2024Updated 2 years ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆286Mar 6, 2025Updated last year
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆769Aug 6, 2025Updated 11 months ago
- Distributed Compiler based on Triton for Parallel Systems☆1,503Jul 20, 2026Updated last week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [EMNLP 2024 & AAAI 2026] A powerful toolkit for compressing large models including LLMs, VLMs, and video generative models.☆736May 14, 2026Updated 2 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆159Feb 20, 2025Updated last year
- GLake: optimizing GPU memory management and IO transmission.☆501Mar 24, 2025Updated last year
- Awesome LLM compression research papers and tools.☆1,854Jun 30, 2026Updated 3 weeks ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,600Jul 17, 2025Updated last year
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- Standalone Flash Attention v2 kernel without libtorch dependency☆113Sep 10, 2024Updated last year