OpenPPL / ppl.llm.serving
☆127Updated 4 months ago
Alternatives and similar repositories for ppl.llm.serving:
Users that are interested in ppl.llm.serving are comparing it to the libraries listed below
- ☆139Updated last year
- ☆148Updated 3 months ago
- ☆58Updated 5 months ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆36Updated 2 months ago
- Transformer related optimization, including BERT, GPT☆59Updated last year
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆120Updated last month
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆99Updated last year
- ☆123Updated last year
- A collection of memory efficient attention operators implemented in the Triton language.☆266Updated 11 months ago
- ☆93Updated 7 months ago
- ☆131Updated 2 months ago
- An easy-to-use package for implementing SmoothQuant for LLMs☆97Updated last month
- ☆84Updated last month
- DashInfer is a native LLM inference engine aiming to deliver industry-leading performance atop various hardware architectures, including …☆245Updated last week
- PyTorch distributed training acceleration framework☆48Updated 2 months ago
- ☆79Updated last year
- ☆91Updated last month
- ☆36Updated 6 months ago
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆53Updated 9 months ago
- ☆328Updated 3 months ago
- Transformer related optimization, including BERT, GPT☆39Updated 2 years ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆248Updated 6 months ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆91Updated this week
- PyTorch bindings for CUTLASS grouped GEMM.☆120Updated 4 months ago
- AI Accelerator Benchmark focuses on evaluating AI Accelerators from a practical production perspective, including the ease of use and ver…☆238Updated 2 weeks ago
- Standalone Flash Attention v2 kernel without libtorch dependency☆108Updated 7 months ago
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆83Updated 2 years ago
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆473Updated last year
- A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.☆70Updated last week
- FlagScale is a large model toolkit based on open-sourced projects.☆269Updated last week