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eval_qwen3-0.6B-sft.csv

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+model,query,expansion,score_pct,rating
+qwen3-0.6B-sft,how to configure authentication,"<think>
+
+</think>
+
+hyde: Configure authentication by editing the auth file in your home directory: `~/.ssh/authorized_keys`. Add your public key to the list, then paste the private key. For passwordless login, set `sshd_pass` in the auth file. Use authenticity tokens for session authentication. Check ssh-keygen output for your public key.
+lex: configure auth login password ssh
+lex: authentication settings ssh key permissions
+vec: how do you configure authentication and password settings on an SSH server
+vec: what are the methods for configuring authentication on an SSH client or server",72.1,Good
+qwen3-0.6B-sft,typescript async await,"<think>
+
+</think>
+
+hyde: Async/await is a JavaScript syntax that allows you to write asynchronous code as synchronous functions. In a typical await block, you call an async function, wait for it to complete, then return the result. Use await for when you need to poll or wait for I/O operations, and use Promise for when you need to track progress.
+lex: async await javascript typescript
+lex: async function await awaiter
+lex: javascript async await performance
+vec: how does async/await work in javascript and what are its benefits
+vec: what are the common patterns and use cases for async/await in typescript",71.4,Good
+qwen3-0.6B-sft,docker compose networking,"<think>
+
+</think>
+
+hyde: In docker-compose.yml, set network_bridge: ""docker0"" to use host network. For services that share a network, use services: service1,service2 in the same network. Multi-stage builds use docker build -t myimage myimage-stage1 myimage-stage2. Use env docker network -t for network settings.
+lex: docker overview compose networking
+lex: docker compose network settings
+lex: docker service networking
+vec: how to configure networking between services in docker compose
+vec: what are the best practices for docker network settings and service isolation",71.4,Good
+qwen3-0.6B-sft,git rebase vs merge,"<think>
+
+</think>
+
+hyde: Rebase rewrites the commit history to your current state, preserving all commits in the middle. Use git rebase -i HEAD~5 to edit the last 5 commits. squash uses git squash, which keeps the history at 2 commits. choose: when rewording a message, rebase is git format -s, squash is git squash -s. rebase for code commits, squash for final message. learn: git rebase -ms ""message"" squash commits
+lex: git overview rebase merge squash
+lex: git rebase -i squash commits
+lex: git rebase format -s
+vec: when should you use git rebase versus squash commits
+vec: how does the git rebase workflow work with interactive editing and squash commits",71.4,Good
+qwen3-0.6B-sft,react useEffect cleanup,"<think>
+
+</think>
+
+hyde: Use `useEffect` to track dependencies and clean up side effects. In the cleanup parameter, pass a function that returns `null` or an empty object. Unwind the cleanup array: useEffect(() => { cleanup(); }, ...). Unwind to isolate each function. Clean up calls to `useEffect` when unmounting components.
+lex: useeffect cleanup react -angular
+lex: react useeffect return value
+lex: useeffect cleanup function unmount
+vec: how do you properly clean up side effects in react useeffect and what does the cleanup parameter return
+vec: what is the syntax for useeffect cleanup and how do you unmount components properly",72.1,Good
+qwen3-0.6B-sft,auth,"<think>
+
+</think>
+
+hyde: User authentication is the process of verifying a user's identity. In the auth flow, a client sends login credentials to the server—usually a REST endpoint like /auth-check—server validates the credentials and returns a token or JWT token. The client uses this token for authorization across API requests.
+lex: authentication login authorization
+lex: auth login flow JWT token
+lex: user auth verification credentials
+vec: how does an authentication process work for web and mobile apps
+vec: what are the different authentication methods including login, password, and token authentication",71.4,Good
+qwen3-0.6B-sft,config,"<think>
+
+</think>
+
+hyde: This comprehensive guide to config covers all the essential information you need to get started. Follow the steps carefully for best results.
+lex: config tutorial overview
+lex: config guide overview
+lex: config how to overview
+vec: best way to config
+vec: learn config step by step",75.0,Good
+qwen3-0.6B-sft,setup,"<think>
+
+</think>
+
+hyde: Whether you're a beginner or looking to improve, this guide to setup offers practical advice, common pitfalls to avoid, and proven strategies for success.
+lex: setup advice overview
+lex: setup guide overview
+lex: setup tips overview
+vec: learn setup step by step
+vec: complete guide to setup",78.6,Good
+qwen3-0.6B-sft,api,"<think>
+
+</think>
+
+hyde: An API refers to an endpoint on a service that provides programmatic interaction. Use GET for data, POST for creating resources, PUT for updating, DELETE for removing. In Python, use requests library: response.json() to parse. In REST, return code 200 for success, 404 for not found, 500 for errors.
+lex: API overview REST endpoints
+lex: API authentication request response
+lex: REST API documentation endpoints
+vec: what is an API and how do you make requests to an API
+vec: how do you use RESTful API endpoints for data exchange and authentication",75.0,Good
+qwen3-0.6B-sft,who is TDS motorsports,"<think>
+
+</think>
+
+hyde: A profile of TDS Motorsports covering their achievements, strategies, and future prospects.
+lex: tds motorsports biography
+lex: tds overview motorsports results
+lex: tds overview motorsports news
+vec: career overview of TDS Motorsports
+vec: how to TDS Motorsports",82.1,Excellent
+qwen3-0.6B-sft,React hooks tutorial,"<think>
+
+</think>
+
+hyde: This comprehensive guide covers everything you need to know about React hooks tutorial. It includes practical examples, best practices, and troubleshooting tips for beginners and advanced users alike.
+lex: React overview hooks tutorial examples
+lex: React hooks tutorial best practices
+lex: React overview hooks tutorial guide
+vec: learn about React hooks tutorial
+vec: complete React hooks tutorial reference",75.0,Good
+qwen3-0.6B-sft,Docker container networking,"<think>
+
+</think>
+
+hyde: This comprehensive guide covers everything you need to know about Docker container networking. It includes practical examples, best practices, and troubleshooting tips for beginners and advanced users alike.
+lex: Docker overview container networking tutorial
+lex: Docker overview container networking guide
+lex: Docker container networking best practices
+vec: understanding Docker container networking
+vec: complete Docker container networking reference",75.0,Good
+qwen3-0.6B-sft,Kubernetes pod deployment,"<think>
+
+</think>
+
+hyde: Create a Kubernetes deployment YAML file with: app name, version, env vars, strategy, selector, template, volume mounts. Use kubectl create deployment -f. Apply a probe for health checks: probe type, path, criteria, timeout. Use persistent volumes for data storage.
+lex: kubernetes pod deployment yaml
+lex: k8s deployment probe health check
+lex: kubectl create deployment
+vec: how to create and configure Kubernetes deployment for container services
+vec: what is a Kubernetes deployment and how do you define health checks for pods",72.9,Good
+qwen3-0.6B-sft,AWS Lambda functions,"<think>
+
+</think>
+
+hyde: Lambda runs code in response to events, not scheduled. For low-latency requirements, use Fastly or CloudFront. For stateless applications, implement caching with Redis or Nginx. Configure health checks for reliability. Scale on event volume, pay per call for low-latency needs.
+lex: AWS lambda function deployment
+lex: AWS serverless architecture
+lex: lambda execution environment
+vec: how to deploy and scale AWS Lambda functions
+vec: what are the best practices for writing efficient and reliable AWS Lambda code",82.1,Excellent
+qwen3-0.6B-sft,meeting notes project kickoff,"<think>
+
+</think>
+
+hyde: Project kickoff meeting covered scope, timeline, and team allocation. Target start: Thursday, end: end of Q2. Key wins: feature A in 1 week from the backlog. MVP assigned to frontend.
+lex: project kickoff meeting notes
+lex: kickoff meeting project timeline
+lex: kickoff meeting objectives requirements
+vec: meeting notes from the project kickoff meeting
+vec: what was discussed during the project kickoff meeting",78.6,Good
+qwen3-0.6B-sft,ideas for new feature,"<think>
+
+</think>
+
+hyde: This comprehensive guide to ideas for new feature covers all the essential information you need to get started. Follow the steps carefully for best results.
+lex: ideas overview for new feature tutorial
+lex: ideas overview for new feature tips
+lex: ideas overview for new feature guide
+vec: how to ideas for new feature effectively
+vec: learn ideas for new feature step by step",78.6,Good
+qwen3-0.6B-sft,todo list app architecture,"<think>
+
+</think>
+
+hyde: This comprehensive guide covers everything you need to know about todo list app architecture. It includes practical examples, best practices, and troubleshooting tips for beginners and advanced users alike.
+lex: todo overview list app architecture tutorial
+lex: todo overview list app architecture examples
+lex:todo list app architecture best practices
+vec: understanding todo list app architecture
+vec: how to todo list app architecture",69.3,Good
+qwen3-0.6B-sft,what is dependency injection,"<think>
+
+</think>
+
+hyde: Dependency injection provides dependencies from outside rather than creating them internally. Class A implements interface B by instantiating a service or passing B's instance to A. Benefits: easy testing (injections test without mocks), flexible configuration, strong coupling with loosely coupled components.
+lex: dependency injection di pattern
+lex: di inversion of control ioc
+lex: dependency injection testing
+vec: what is dependency injection and how does it improve software architecture
+vec: how does dependency injection make unit testing easier",72.9,Good
+qwen3-0.6B-sft,difference between sql and nosql,"<think>
+
+</think>
+
+hyde: SQL (Structured Query Language) is a declarative language for managing relational databases using tables—structured, ACID-safe, and full-text searchable. Nosql (NoSQL) databases use documents, keys, or graphs—schemaless, horizontal scaling, better for real-time analytics and IoT data.
+lex: sql no sql difference
+lex: sql vs no sql database
+lex: sqlnosql hybrid
+vec: what is the difference between sql and no sql databases
+vec: when should you use sql versus no sql for data storage",72.9,Good
+qwen3-0.6B-sft,kubernetes vs docker swarm,"<think>
+
+</think>
+
+hyde: Docker Swarm is a Kubernetes extension for team collaboration. It allows squads to share containers, use shared storage, and rotate infrastructure without full Kubernetes migration. kubectl create swarm member has swarm mode enabled. Install with kubectl create -f ./docker-swarm.yaml, then use kubectl create -f ./container-name.yaml in each team.
+lex: kubernetes overview docker swarm comparison
+lex: docker overview kubernetes comparison
+lex: k8s docker swarm docker
+vec: what is kubernetes and how does docker swarm differ from docker as an infrastructure
+vec: how to set up docker swarm for team collaboration in kubernetes",70.0,Good
+qwen3-0.6B-sft,connection timeout error,"<think>
+
+</think>
+
+hyde: This comprehensive guide covers everything you need to know about connection timeout error. It includes practical examples, best practices, and troubleshooting tips for beginners and advanced users alike.
+lex: connection timeout error documentation
+lex: connection timeout error best practices
+lex: connection overview timeout error guide
+vec: how to connection timeout error
+vec: understanding connection timeout error",69.3,Good
+qwen3-0.6B-sft,memory leak debugging,"<think>
+
+</think>
+
+hyde: Use heap profilers: Chrome DevTools for JavaScript, VisualVM or MAT for Java, Valgrind for C/C++, tracemalloc for Python. Take heap snapshots before and after operations, compare retained objects. Common causes: forgotten event listeners, closures holding references, unbounded caches, circular references.
+lex: memory leak debug profiler
+lex: memory leak detection tools
+lex: heap dump memory analysis
+vec: how to find and fix memory leaks in applications
+vec: what tools and techniques are used to debug memory leaks in different programming languages",75.0,Good
+qwen3-0.6B-sft,cors error fix,"<think>
+
+</think>
+
+hyde: CORS errors occur when a browser blocks requests to a different origin. To fix, check the Access-Control-Allow-Origin headers in your server configuration. In Express, set up a CORS preflight request with Access-Control-Allow-Methods and Access-Control-Allow-Headers. For client side, add the Access-Control-Allow-Origin header explicitly.
+lex: cors error fix browser
+lex: cors preflight access control
+lex: cors header access-control-origin
+vec: how to fix CORS errors when making API requests from a web browser
+vec: what is the underlying reason for CORS errors and how do you configure the server to allow cross-origin requests",69.3,Good
+qwen3-0.6B-sft,recent news about Shopify,"<think>
+
+</think>
+
+hyde: This comprehensive guide covers everything you need to know about Shopify. It includes practical examples, best practices, and troubleshooting tips for beginners and advanced users alike.
+lex: Shopify best practices tutorial
+lex: Shopify documentation overview
+lex: Shopify guide overview
+vec: how to recent news about Shopify
+vec: learn about recent news about Shopify",83.6,Excellent
+qwen3-0.6B-sft,latest AI developments,"<think>
+
+</think>
+
+hyde: This comprehensive guide covers everything you need to know about latest AI developments. It includes practical examples, best practices, and troubleshooting tips for beginners and advanced users alike.
+lex: latest overview AI developments examples
+lex: latest overview AI developments guide
+lex: latest AI developments best practices
+vec: learn about latest AI developments
+vec: guide for latest AI developments",78.6,Good
+qwen3-0.6B-sft,best laptops right now,"<think>
+
+</think>
+
+hyde: This comprehensive guide covers everything you need to know about best laptops right now. It includes practical examples, best practices, and troubleshooting tips for beginners and advanced users alike.
+lex: best overview laptops right now guide
+lex: best overview laptops right now examples
+lex: best laptops right now documentation
+vec: how to best laptops right now
+vec: complete best laptops right now reference",69.3,Good
+qwen3-0.6B-sft,what changed in kubernetes latest version,"<think>
+
+</think>
+
+hyde: This comprehensive guide covers everything you need to know about what changed in kubernetes latest version. It includes practical examples, best practices, and troubleshooting tips for beginners and advanced users alike.
+lex: what changed in kubernetes latest version documentation
+lex: what overview changed in kubernetes latest version guide
+lex: what changed in kubernetes latest version best practices
+vec: how to what changed in kubernetes latest version
+vec: understanding what changed in kubernetes latest version",69.3,Good
+qwen3-0.6B-sft,how to implement caching with redis in nodejs,"<think>
+
+</think>
+
+hyde: Use `redis-pair` to connect to Redis and run commands. In a Node.js app, check Redis with `redis:ping` and set TTL with `redis:ouch`. Store cached data in Redis as a JSON object with TTL. In Express, handle Redis keys with middleware.
+lex: redis caching node.js app
+lex: redis cache expiration TTL
+lex: redis key-value storage
+vec: how to implement Redis caching in a Node.js application for faster lookup
+vec: how to set TTL for Redis cache entries and handle cache invalidation",71.4,Good
+qwen3-0.6B-sft,best practices for api rate limiting,"<think>
+
+</think>
+
+hyde: Token-based rate limiting is the most common approach: send a JWT token and check the token expiry to determine how many requests per minute the user can make. In Python, use FastAPI's @limit, or aiohttp's rate limit decorator. In Node.js, use express-rate-limit with config file or middleware.
+lex: api rate limiting best practices
+lex: api rate limit token JWT
+lex: api rate limiting circuit breaker
+vec: what are the best practices for implementing effective api rate limiting
+vec: how to implement token-based or JWT-based rate limiting for api requests",71.4,Good
+qwen3-0.6B-sft,setting up ci cd pipeline with github actions,"<think>
+
+</think>
+
+hyde: This comprehensive guide covers everything you need to know about setting up ci cd pipeline with github actions. It includes practical examples, best practices, and troubleshooting tips for beginners and advanced users alike.
+lex: setting overview up ci cd pipeline with github actions tutorial
+lex: setting overview up ci cd pipeline with github actions guide
+lex: setting overview up ci cd pipeline with github actions examples
+vec: how to setting up ci cd pipeline with github actions
+vec: complete guide to setting up ci cd pipeline with github actions",69.3,Good