SJTU-IPADS / Bamboo
Bamboo-7B Large Language Model
☆89Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for Bamboo
- Fast Inference of MoE Models with CPU-GPU Orchestration☆172Updated this week
- Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆79Updated this week
- Modular and structured prompt caching for low-latency LLM inference☆68Updated last week
- ☆38Updated 4 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆114Updated 2 months ago
- Materials for learning SGLang☆105Updated this week
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆103Updated 3 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆147Updated 4 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆278Updated 4 months ago
- Code for Palu: Compressing KV-Cache with Low-Rank Projection☆57Updated this week
- Stateful LLM Serving☆38Updated 3 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆101Updated 9 months ago
- Making Long-Context LLM Inference 10x Faster and 10x Cheaper☆236Updated this week
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆32Updated 3 months ago
- ☆51Updated last month
- A large-scale simulation framework for LLM inference☆277Updated last month
- Boosting 4-bit inference kernels with 2:4 Sparsity☆51Updated 2 months ago
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆187Updated this week
- KV cache compression for high-throughput LLM inference☆87Updated this week
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆104Updated 4 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆74Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆181Updated last year
- scalable and robust tree-based speculative decoding algorithm☆315Updated 3 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆241Updated last month
- Efficient, Flexible and Portable Structured Generation☆53Updated this week
- ☆46Updated 5 months ago
- ☆67Updated last month
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆202Updated 2 weeks ago
- ☆99Updated last month
- Simple and fast low-bit matmul kernels in CUDA / Triton☆145Updated this week