{"uid":"cap_1Kc7DinYjRO0UvVXvnHNb","slug":"gedx402-qwen2-5-coder-32b-instruct-llm-c31aaf1b","name":"GEDX402 Qwen2.5-Coder-32B-Instruct LLM","description":"x402 workers ai. pay with usdc on base, polygon, arbitrum, world, or solana. no api keys.","url":"https://llm.gedx402.com/v1/llm/qwen2.5-coder-32b-instruct","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"messages":{"type":"array","items":{"type":"object","required":["role","content"],"properties":{"role":{"enum":["system","user","assistant"],"type":"string","description":"Speaker role for this turn."},"content":{"type":"string","description":"Message text for this turn."}}},"description":"Conversation turns in order (system, user, assistant)."},"max_tokens":{"type":"integer","maximum":4096,"minimum":1,"description":"Maximum tokens to generate in the assistant reply."}}},"responseSchema":{"type":"json","example":{"model":"@cf/qwen/qwen2.5-coder-32b-instruct","response":"Hello!"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.05","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"settled","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.05/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_kS4EQxONnEHYDPjU-NR6r","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.05","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs inference on Alibaba's Qwen2.5-Coder-32B-Instruct coding model via Cloudflare Workers AI, billed per-call in USDC over x402 with no API key required.","exampleAgentPrompt":"Ask the Qwen2.5-Coder-32B model to write a Python function that sorts a list of dictionaries by a given key, using a system prompt that says 'You are an expert Python developer' and limiting the reply to 512 tokens.","exampleUseCases":[{"title":"Debug production errors in real-time","prompt":"I've got a JavaScript error in my checkout flow that's crashing on mobile devices. Can you analyze this stack trace and suggest fixes using the Qwen coder model?"},{"title":"Generate boilerplate for new services","prompt":"Help me scaffold a TypeScript backend service with Express, including database migrations and error handling, using the 32B Qwen model without needing API keys."},{"title":"Explain complex legacy code quickly","prompt":"Walk me through this gnarly 200-line SQL query and explain what it's doing, then suggest how to optimize it using the Qwen2.5-Coder model with crypto payment."}],"resultDescription":"A JSON object containing the model identifier '@cf/qwen/qwen2.5-coder-32b-instruct' and a 'response' string holding the assistant's generated text, typically code or a code-related explanation.","failureModes":["Payment not received or insufficient USDC balance — returns HTTP 402 with payment instructions","Messages array malformed or missing required role/content fields — returns 400 validation error","max_tokens exceeds 4096 — request rejected with schema validation error","Network timeout on Cloudflare Workers AI backend — returns 5xx error","Unsupported blockchain network for payment — payment step fails before inference"],"whenToPreferThis":"Choose this endpoint when you need a powerful 32-billion-parameter coding-specialized LLM (Qwen2.5-Coder) without signing up for API keys, and you can pay per-call in USDC on Base, Polygon, Arbitrum, World, or Solana. Ideal for agents that need on-demand code generation or debugging with crypto-native payment flows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T06:44:01.226Z","isFirstParty":false}