tensorchord / inference-benchmarkLinks
Benchmark for machine learning model online serving (LLM, embedding, Stable-Diffusion, Whisper)
☆28Updated last year
Alternatives and similar repositories for inference-benchmark
Users that are interested in inference-benchmark are comparing it to the libraries listed below
Sorting:
- A collection of reproducible inference engine benchmarks☆31Updated last month
- ☆27Updated last month
- Some microbenchmarks and design docs before commencement☆12Updated 4 years ago
- Benchmark suite for LLMs from Fireworks.ai☆75Updated 2 weeks ago
- WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.☆18Updated 2 years ago
- Manages vllm-nccl dependency☆17Updated 11 months ago
- Distributed ML Optimizer☆32Updated 3 years ago
- ☆52Updated 6 months ago
- DPO, but faster 🚀☆42Updated 5 months ago
- ☆15Updated 2 months ago
- Sentence Embedding as a Service☆15Updated last year
- A Ray-based data loader with per-epoch shuffling and configurable pipelining, for shuffling and loading training data for distributed tra…☆18Updated 2 years ago
- Make triton easier☆47Updated 11 months ago
- Blazing fast data loading with HuggingFace Dataset and Ray Data☆16Updated last year
- Open sourced backend for Martian's LLM Inference Provider Leaderboard☆18Updated 9 months ago
- ☆118Updated last year
- Distributed IO-aware Attention algorithm☆20Updated 9 months ago
- Simple dependency injection framework for Python☆21Updated last year
- Repository for CPU Kernel Generation for LLM Inference☆26Updated last year
- ☆39Updated 2 years ago
- ☆22Updated last year
- Elixir: Train a Large Language Model on a Small GPU Cluster☆14Updated last year
- [EMNLP 2023 Industry Track] A simple prompting approach that enables the LLMs to run inference in batches.☆72Updated last year
- ☆85Updated 2 months ago
- vLLM adapter for a TGIS-compatible gRPC server.☆30Updated this week
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆116Updated 5 months ago
- Vocabulary Parallelism☆19Updated 2 months ago
- Using FlexAttention to compute attention with different masking patterns☆43Updated 8 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆69Updated 11 months ago
- vLLM Router☆28Updated last year