feifeibear / LLMRoofline
Compare different hardware platforms via the Roofline Model for LLM inference tasks.
☆93Updated last year
Alternatives and similar repositories for LLMRoofline:
Users that are interested in LLMRoofline are comparing it to the libraries listed below
- ☆127Updated 2 months ago
- ☆125Updated 2 weeks ago
- ☆139Updated 11 months ago
- High performance Transformer implementation in C++.☆109Updated 2 months ago
- ☆87Updated 6 months ago
- [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…☆51Updated 7 months ago
- ☆145Updated 2 months ago
- ☆74Updated 3 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆108Updated last week
- ☆88Updated 4 months ago
- A low-latency & high-throughput serving engine for LLMs☆325Updated last month
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆150Updated 8 months ago
- Automated Parallelization System and Infrastructure for Multiple Ecosystems☆78Updated 4 months ago
- ☆64Updated 3 months ago
- Standalone Flash Attention v2 kernel without libtorch dependency