🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.
☆138Jul 25, 2024Updated last year
Alternatives and similar repositories for benchmarks
Users that are interested in benchmarks are comparing it to the libraries listed below
Sorting:
- Machine Learning Serving focused on GenAI with simplicity as the top priority.☆59Jan 5, 2026Updated 2 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆267Dec 4, 2025Updated 3 months ago
- an auto-sleeping and -waking framework around llama.cpp☆12Feb 8, 2025Updated last year
- Proxy server for triton gRPC server that inferences embedding model in Rust☆21Aug 10, 2024Updated last year
- Python library for automatic training, optimization and comparison of Transformer models on most NLP tasks.☆20May 6, 2023Updated 2 years ago
- Quickly and securely turn any Linux box into a build and deployment assistant☆25Oct 3, 2024Updated last year
- Modified Beam Search with periodical restart☆12Sep 12, 2024Updated last year
- Exploring limitations of LLM-as-a-judge☆20Aug 17, 2024Updated last year
- This repository contains the metadata and data of different databases that we use for testing☆14Jan 29, 2025Updated last year
- Implementation of various Machine learning and MLOps applications/tutorials used within my Medium blog.☆11Jan 28, 2023Updated 3 years ago
- Triton implementation of GPT/LLAMA☆21Aug 28, 2024Updated last year
- When real time Yoga Position classification meets GNN☆11Sep 17, 2023Updated 2 years ago
- WebAISum is a Python script that allows you to summarize web pages using AI models. It supports both local models like Ollama and remote …☆15Apr 28, 2024Updated last year
- Code for evaluating with Flow-Judge-v0.1 - an open-source, lightweight (3.8B) language model optimized for LLM system evaluations. Crafte…☆84Oct 29, 2024Updated last year
- Writing Blog Posts with Generative Feedback Loops!☆50Mar 19, 2024Updated 2 years ago
- Iterate fast on your RAG pipelines☆24Jun 21, 2025Updated 9 months ago
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,687Oct 23, 2024Updated last year
- 3x Faster Inference; Unofficial implementation of EAGLE Speculative Decoding☆83Jul 3, 2025Updated 8 months ago
- Demo of an "always-on" AI assistant.☆24Feb 14, 2024Updated 2 years ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,958Updated this week
- ☆120Aug 28, 2024Updated last year
- Notes from our NLP reading club!☆18Jul 17, 2021Updated 4 years ago
- A lightweight evaluation suite tailored specifically for assessing Indic LLMs across a diverse range of tasks☆39Jun 10, 2024Updated last year
- Running Microsoft's BitNet inference framework via FastAPI, Uvicorn and Docker.☆38Jul 2, 2025Updated 8 months ago
- A guidance compatibility layer for llama-cpp-python☆36Sep 11, 2023Updated 2 years ago
- Sales Conversion Optimization MLOps: Boost revenue with AI-powered insights. Features H2O AutoML, ZenML pipelines, Neptune.ai tracking, d…☆21Mar 22, 2025Updated last year
- REBUS: A Robust Evaluation Benchmark of Understanding Symbols☆13Aug 13, 2024Updated last year
- AI_Powered_Dev_Search_Engine☆12Mar 10, 2024Updated 2 years ago
- An ONNX converter script focused on embedding models☆33Jan 14, 2025Updated last year
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,101Jun 30, 2025Updated 8 months ago
- High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡☆70Nov 17, 2025Updated 4 months ago
- Rust crate for some audio utilities☆27Mar 8, 2025Updated last year
- Attend - to what matters.☆17Feb 22, 2025Updated last year
- Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali☆2,724Feb 5, 2026Updated last month
- OpenAI compatible API for TensorRT LLM triton backend☆219Aug 1, 2024Updated last year
- Official implementation of Half-Quadratic Quantization (HQQ)☆919Feb 26, 2026Updated 3 weeks ago
- Use `outlines` generators with Haystack.☆15Updated this week
- Low latency, High Accuracy, Custom Query routers for Humans and Agents. Built by Prithivi Da☆120Mar 31, 2025Updated 11 months ago
- A pytorch quantization backend for optimum☆1,032Nov 21, 2025Updated 4 months ago