hemingkx / Spec-BenchLinks
Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
☆344Updated 8 months ago
Alternatives and similar repositories for Spec-Bench
Users that are interested in Spec-Bench are comparing it to the libraries listed below
Sorting:
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆494Updated last year
- ☆296Updated 5 months ago
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆52Updated 9 months ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆627Updated 2 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆213Updated 10 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆360Updated 5 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆343Updated last month
- ☆351Updated last year
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆139Updated this week
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,061Updated 2 weeks ago
- Awesome list for LLM pruning.☆279Updated 2 months ago
- Explorations into some recent techniques surrounding speculative decoding☆295Updated last year
- Fast inference from large lauguage models via speculative decoding☆868Updated last year
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆577Updated this week
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆212Updated 3 months ago
- Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline mod…☆599Updated last year
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆63Updated last year
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆404Updated 9 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆395Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆331Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆151Updated 10 months ago
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆180Updated 3 months ago
- Bridge Megatron-Core to Hugging Face/Reinforcement Learning☆174Updated this week
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆515Updated 10 months ago
- Awesome list for LLM quantization☆371Updated 2 months ago
- ☆149Updated 5 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆219Updated last year
- Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind☆107Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆175Updated last year
- Latency and Memory Analysis of Transformer Models for Training and Inference☆467Updated 8 months ago