🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.
☆141Jul 25, 2024Updated last year
Alternatives and similar repositories for benchmarks
Users that are interested in benchmarks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine Learning Serving focused on GenAI with simplicity as the top priority.☆60Apr 6, 2026Updated 2 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆268Dec 4, 2025Updated 6 months ago
- 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 3 years ago
- Learning and rediscovering ML from total scratch☆12Aug 30, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Modified Beam Search with periodical restart☆12Sep 12, 2024Updated last year
- Exploring limitations of LLM-as-a-judge☆20Aug 17, 2024Updated last year
- B-Llama3o a llama3 with Vision Audio and Audio understanding as well as text and Audio and Animation Data output.☆26Jun 3, 2024Updated 2 years ago
- 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
- A minimal MySQL proxy implements by Rust.☆14Jun 18, 2022Updated 4 years ago
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆37Oct 9, 2025Updated 8 months ago
- 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 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for evaluating with Flow-Judge-v0.1 - an open-source, lightweight (3.8B) language model optimized for LLM system evaluations. Crafte…☆86Oct 29, 2024Updated last year
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j☆20Aug 19, 2024Updated last year
- an auto-sleeping and -waking framework around llama.cpp☆13Feb 8, 2025Updated last year
- Triton implementation of GPT/LLAMA☆22Aug 28, 2024Updated last year
- Writing Blog Posts with Generative Feedback Loops!☆52Mar 19, 2024Updated 2 years ago
- Iterate fast on your RAG pipelines☆24Jun 21, 2025Updated last year
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,689Oct 23, 2024Updated last year
- 3x Faster Inference; Unofficial implementation of EAGLE Speculative Decoding☆84Jul 3, 2025Updated 11 months ago
- Demo of an "always-on" AI assistant.☆24Feb 14, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An integration of Qdrant ANN vector database backend with Haystack☆46Jun 23, 2026Updated last week
- ☆120Mar 18, 2026Updated 3 months ago
- Notes from our NLP reading club!☆19Jul 17, 2021Updated 4 years ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,141Updated this week
- A lightweight evaluation suite tailored specifically for assessing Indic LLMs across a diverse range of tasks☆40Jun 10, 2024Updated 2 years ago
- Running Microsoft's BitNet inference framework via FastAPI, Uvicorn and Docker.☆39Jul 2, 2025Updated 11 months 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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.☆2,107Jun 30, 2025Updated last year
- High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡☆70Nov 17, 2025Updated 7 months ago
- Rust crate for some audio utilities☆29Jun 17, 2026Updated 2 weeks ago
- Attend - to what matters.☆17Feb 22, 2025Updated last year
- OpenAI compatible API for TensorRT LLM triton backend☆221Aug 1, 2024Updated last year
- Use `outlines` generators with Haystack.☆14Jun 22, 2026Updated last week