DevOps & Cloud

Deployment, cloud, containers, CI/CD, monitoring, and infrastructure

skills in category: 20,283
pages available: 846

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Showing 11,041–11,064 of 20,283 skills

Matryoshka Representation Learning Arxiv 2205 13147v4AUse this skill when you want to train embeddings that work at multiple dimensionalities, enabling flexible compute-quality tradeoffs at retrieval time. Avoid it when you only need fixed-dimension embeddings.devopsgoperformanceVotes: 0GitHub stars: 9
Lora Low Rank Adaptation Of Large Language Models Arxiv 2106 09685v2AUse this skill when you want to efficiently fine-tune LLMs/VLMs on domain-specific data using low-rank adapter matrices instead of full fine-tuning. Avoid it when you can afford full fine-tuning or need maximum model capacity.devopsgoperformanceVotes: 0GitHub stars: 9
Longva Long Context Transfer From Language To Vision Arxiv 2406 16852v2AUse this skill when you want to extend VLM context length for processing many images or long videos by transferring long context from language training. Avoid it when you do not need long-context visual processing.devopsgoperformanceVotes: 0GitHub stars: 9
Llama Guard Llm Based Input Output Safeguard For Human Ai Conversations Arxiv 2312 06674v2AUse this skill when you want to train a safety classifier for filtering harmful content in LLM/VLM inputs and outputs. Avoid it when you do not need safety filtering or have an existing safety classifier.devopsgoVotes: 0GitHub stars: 9
Llama 3 The Llama 3 Herd Of Models Arxiv 2407 21783v2AUse this skill when you want to understand Meta's comprehensive approach to pretraining data curation covering text, code, multimodal, and multilingual data at massive scale. Avoid it when you do not need insights into large-scale pretraining data recipes.devopsgoperformanceVotes: 0GitHub stars: 9
Internvl2 Better Than The Best Expanding Performance Boundaries Of Open Source Multimodal Models With A Progressive St Arxiv 2404 16821v2AUse this skill when you want to progressively scale VLM data from alignment to multi-task to high-quality instruction data with dynamic resolution. Avoid it when you do not have multi-stage data or cannot afford progressive training.devopsgobackendVotes: 0GitHub stars: 9
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Internvl Scaling Up Vision Foundation Models And Aligning For Generic Visual Linguistic Tasks Arxiv 2312 14238v5AUse this skill when you need a progressive data pipeline that aligns a large vision encoder with an LLM through contrastive, generative, and instruction-tuning stages. Avoid it when you are building a small model and cannot afford multi-stage pretraining.devopsgoperformanceVotes: 0GitHub stars: 9
Internlm Xcomposer2 Mastering Free Form Text Image Composition And Comprehension Arxiv 2401 16420v2AUse this skill when you want training data for a VLM that can both understand and compose interleaved text-image content like articles. Avoid it when you only need image understanding without composition.devopsgoVotes: 0GitHub stars: 9
Gpt 4vision System Card Openai Gpt4v 2023AUse this skill when you want to understand safety evaluation and mitigation strategies for deploying multimodal LLMs. Avoid it when safety evaluation is not your focus.devopsgotestingVotes: 0GitHub stars: 9
Glip Grounded Language Image Pre Training Arxiv 2112 03857v2AUse this skill when you want to unify object detection and phrase grounding training data for a model that detects objects from language descriptions. Avoid it when you do not need language-guided detection or grounding.devopsgoVotes: 0GitHub stars: 9
Emu2 Generative Multimodal Models Are In Context Learners Arxiv 2312 13286v1AUse this skill when you want to train a generative multimodal model that can both understand and generate images with in-context learning from interleaved data. Avoid it when you only need understanding without generation.devopsgoperformanceVotes: 0GitHub stars: 9
Vqav2 Making The V In Vqa Matter Arxiv 1612 00837v3AUse this skill when you need a large-scale balanced VQA dataset where each question has complementary image pairs to reduce language bias. Avoid it when you do not need VQA data or simple VQA is sufficient.devopsgoperformanceVotes: 0GitHub stars: 9
Sbu Captions Dataset Crossref Nips 2011 SbuAUse this skill when you want to mine naturally occurring image-caption pairs from Flickr for vision-language pretraining. Avoid it when you need larger scale data or more descriptive captions than Flickr provides.devopsgoapiVotes: 0GitHub stars: 9
Pali A Jointly Scaled Multilingual Language Image Model Arxiv 2209 06794v4AUse this skill when you want to train a multilingual vision-language model using web-scale multilingual image-text data. Avoid it when you only need English language VLM capabilities.devopsgoperformanceVotes: 0GitHub stars: 9
Glamm An Open Source Ai Framework For Data Processing Arxiv Img2dataset 2023AUse this skill when you need to efficiently download billions of images from URLs for building large-scale image-text datasets. Avoid it when you already have images locally or only need a small number.devopsgogitVotes: 0GitHub stars: 9
Implementing Infrastructure As Code Security ScanningAbu skill covers implementing automated security scanning for Infrastructure as Code (IaC) templates using tools like Checkov, tfsec, and KICS. It addresses Tespit etme misconfigurations indevopspythongoVotes: 0GitHub stars: 4
Auditing Terraform Infrastructure For SecurityAAuditing Terraform infrastructure-as-code for security misconfigurations using Checkov, tfsec, Terrascan, and OPA/Rego policies to tespit etmeoverly permissive IAM policies, public resource exposure,devopspythongoVotes: 0GitHub stars: 4
Water Treatment EngineerAExpert-level Water Treatment Engineer skill with deep knowledge of water purification, wastewater treatment, desalination, membrane technology, chemical treatment, and environmental compliancedevopsgoreactVotes: 0GitHub stars: 2
Vmware EngineerAPrincipal VMware Engineer mindset covering virtualization (vSphere, ESXi), software-defined networking (NSX), storage (vSAN), multi-cloud orchestration, and containerization (Tanzu). Deep expertise in SDDC architecture, hybrid cloud strategies, and enterprise infrastructure under Broadcom ownership.devopsrustgoVotes: 0GitHub stars: 2
Visa Payment EngineerAVisa payment network engineering at global scale. Four-party model, 24k+ TPS, <100ms latency, real-time fraud detection. Triggers: 'Visa payment', 'card network', 'payment processing'.devopsrustgoVotes: 0GitHub stars: 2
Vertiport Planning EngineerAExpert-level Vertiport Planning Engineer specializing in vertiport site selection, FATO/TLOF design, passenger terminal layout, charging infrastructure, capacity modeling, fire protection (FAA AC 150/5390-2D equivalent), noise compatibility, building... Use when: vertiport, ua...devopspythongoVotes: 0GitHub stars: 2
Vault Secrets ExpertBHashiCorp Vault expert: KV secrets, dynamic credentials, PKI, auth methods. Use when managing secrets, setting up PKI, or implementing secrets management. Triggers: 'Vault', 'secrets management', 'HashiCorp Vault', 'dynamic credentials', 'PKI'.devopsgobashVotes: 0GitHub stars: 2
V2x System EngineerAExpert-level V2X System Engineer specializing in DSRC (IEEE 802. Expert-level V2X System Engineer specializing in DSRC (IEEE 802.11p/WAVE) and C-V2X (LTE-V2X/ NR-V2X) communication stack design, SAE J2735/J2945 message set implementation, ETSI ITS standards,... Use when: v2x,...devopsrustgoVotes: 0GitHub stars: 2
Unitree Robotics EngineerAExpert Unitree robotics engineer for quadruped (Go2, B2, B1, Aliengo) and humanoid (H1, G1). Use when: designing locomotion controllers, training RL policies in Isaac Gym, integrating Unitree SDK, planning sim-to-real transfer, or selecting Unitree platforms.devopspythongoVotes: 0GitHub stars: 2