mlops rising this week
Tools tagged “mlops” gaining momentum, ranked by rate of change.
- 536· newmlflowThe open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.ai-agentsai-dev-tools+1953.4
- 537· newLLM-Engineers-HandbookThe LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practicesai-dev-toolsrag-eval+953.4
- 563· newagents-towards-productionEnd-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.ai-agentsmcp-servers+1952.9
- 651· newvllm-ascendCommunity maintained hardware plugin for vLLM on Ascendai-dev-toolsascend+851.9
- 667· newawesome-opensource-aiCurated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.ai-agentsrag-eval+1251.2
- 859· newclearmlClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solutionai-dev-toolsai+1448.9
- 877· newauto-deep-researcher-24x7🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.ai-agentsai-dev-tools+1248.6
- 978· newagent-lightningThe absolute trainer to light up AI agents.ai-agentsagent+446.9
- 1015· newsecond-brain-ai-assistant-courseLearn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.ai-agentsai-dev-tools+1246.9
- 1014· newzenmlZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.ai-agentsai-dev-tools+2046.9
- 1016· newcube-studiocubestudio开源云原生一站式机器学习/深度学习/大模型AI平台/MaaS/mlops/人工智能平台/训推平台，算法全链路流程，多租户，算力租赁平台，token中转，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务，VGPU虚拟化，云边端协同，边缘计算，自动化标注平台，deepseek等大模型sft微调/奖励模型/强化学习训练，vllm/ollama/mindie大模型多机推理，私有知识库llmops智能体，AI模型市场，支持国产异构算力调度,昇腾/寒武纪/海光/摩尔/沐曦等，支持ib/roce/RDMA，信创支持ai-dev-toolsai-platform+1346.9
- 1013· newgiskard-oss🐢 Open-Source Evaluation & Testing library for LLM Agentsai-dev-toolsrag-eval+1746.9
- 1336· newnextpy🤖Self-Modifying Framework from the Future 🔮 World's First AMSai-agentsai-dev-tools+1942.7
- 1332· newAwesome-LLMOpsAn awesome & curated list of best LLMOps tools for developersai-dev-toolsai-development-tools+342.7
- 1313· newawesome-ai-toolsA curated list of Artificial Intelligence Top Toolsai-agentsai+1842.7
- 1330· newBentoMLRun any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.ai-dev-toolsai-inference+2742.7
- 1331· newevidentlyEvidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.ai-dev-toolsdata-drift+1342.7
- 2144· newcube-studiocube studio开源云原生一站式机器学习/深度学习/大模型AI平台，mlops算法链路全流程，算力租赁平台，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU虚拟化，边缘计算，标注平台自动化标注，deepseek等大模型sft微调/奖励模型/强化学习训练，vllm/ollama/mindie大模型多机推理，私有知识库，AI模型市场，支持国产cpu/gpu/npu 昇腾生态，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/ray/volcano等分布式ai-dev-toolsai+1619.9
- 2143· newsuperduperSuperduper: End-to-end framework for building custom AI applications and agents.ai-dev-toolsrag-eval+2019.9
- 2142· newagent-starter-packShip AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.ai-agentsai-dev-tools+819.9
- 2096· newFedMLFEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.ai-agentsai-agent+1019.9
- 2184· newflyteDynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.ai-agentsagentic+1819.9
- 2307· newargillaArgilla is a collaboration tool for AI engineers and domain experts to build high-quality datasetsai-dev-toolsactive-learning+1619.9
- 2141· newmetaflowBuild, Manage and Deploy AI/ML Systemsai-agentsai-dev-tools+2019.9
- 2139· newserve☁️ Build multimodal AI applications with cloud-native stackai-dev-toolscloud-native+1919.9
- 2107· newdeeplakeDeeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.ai-agentsrag-eval+1919.9
- 2260· newAgileRLStreamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.ai-agentsagents+1819.9
- 2178· newGPTRouterSmoothly Manage Multiple LLMs (OpenAI, Anthropic, Azure) and Image Models (Dall-E, SDXL), Speed Up Responses, and Ensure Non-Stop Reliability.ai-dev-toolsanthropic+1119.9
- 2174· newVectorHubDeprecated historical repo. Superlinked now develops SIE, a self-hosted inference engine for embeddings, reranking, OCR, extraction, and document processing.ai-dev-toolsrag-eval+919.9
- 2168· newNeumAINeum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.ai-dev-toolsrag-eval+1719.9
- 2167· newmotorhead🧠 Motorhead is a memory and information retrieval server for LLMs.ai-dev-toolsllmops+519.9
- 2155· newenvd🏕️ Reproducible development environment for humans and agentsai-agentsai-dev-tools+1219.9
- 2151· newburrBuild applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.ai-dev-toolsai+1319.9
- 2150· newhamiltonApache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.ai-dev-toolsrag-eval+1919.9
- 2145· newllm-twin-course🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴ai-dev-toolsrag-eval+1719.9
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