[ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
☆148Dec 4, 2024Updated last year
Alternatives and similar repositories for MagicDec
Users that are interested in MagicDec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆278Aug 31, 2024Updated last year
- 16-fold memory access reduction with nearly no loss☆108Mar 26, 2025Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆384Jul 10, 2025Updated 10 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆838Mar 6, 2025Updated last year
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆57Mar 26, 2024Updated 2 years 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.
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆399Nov 20, 2025Updated 5 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆543Feb 10, 2025Updated last year
- ☆30May 24, 2025Updated 11 months ago
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- ☆313Jul 10, 2025Updated 10 months ago
- An auxiliary project analysis of the characteristics of KV in DiT Attention.☆34Nov 29, 2024Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,212Apr 8, 2026Updated last month
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆183Jul 12, 2024Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆339Jul 2, 2024Updated last year
- 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.
- A throughput-oriented high-performance serving framework for LLMs☆959Mar 29, 2026Updated last month
- scalable and robust tree-based speculative decoding algorithm☆377Jan 28, 2025Updated last year
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆518Aug 1, 2024Updated last year
- ☆66Dec 3, 2024Updated last year
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆422Aug 13, 2024Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆156Apr 7, 2025Updated last year
- Odysseus: Playground of LLM Sequence Parallelism☆78Jun 17, 2024Updated last year
- A sparse attention kernel supporting mix sparse patterns☆513Jan 18, 2026Updated 4 months ago
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,343Feb 20, 2026Updated 3 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.
- ☆66Apr 26, 2025Updated last year
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆254Dec 16, 2024Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆51Oct 18, 2024Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆220Mar 5, 2026Updated 2 months ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆283Mar 6, 2025Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆168Oct 13, 2025Updated 7 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,076Sep 4, 2024Updated last year
- A parallelism VAE avoids OOM for high resolution image generation☆92May 8, 2026Updated last week
- Efficient LLM Inference over Long Sequences☆395Jun 25, 2025Updated 10 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.
- ☆13Dec 9, 2024Updated last year
- Fast low-bit matmul kernels in Triton☆454Updated this week
- ☆91Oct 17, 2025Updated 7 months ago
- [ACL 2026 (Main)] LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆82Jul 14, 2025Updated 10 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆55Mar 27, 2024Updated 2 years ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆265Nov 18, 2024Updated last year
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆705Apr 15, 2026Updated last month