Qwen 2.5 Coder 32BSOTA Frontier
Provider: Alibaba · License: apache-2.0
The premier open-weights coding model. SOTA on HumanEval, SWE-bench, and multi-file code editing, beating proprietary code models.
#swe-bench#code-review#fullstack#apache-2.0
Architecture & Execution Specs
Parameter Scale32B Dense
Context Horizon131.1K tokens
Attention MechanismRoPE Transformer
Serving RuntimevLLM / SGLang (Continuous Batching)
Precision StandardFP8 / BF16 Native
Inference Pricing & Economics
Input Cost / 1M Tokens$1.00/M
Output Cost / 1M Tokens$4.00/M
Effective Operational Markup+20% over bare compute
Self-Hosting Break-Even~80M monthly tokens
SLA Availability99.9% Enterprise Tier
cURL API Integration
curl https://osi.arcanetechnologies.org/api/v1/chat/completions \
-H "Content-Type: application/json" \
-H "Authorization: Bearer osi_live_YOUR_KEY" \
-d '{
"model": "qwen-2-5-coder-32b",
"messages": [
{ "role": "system", "content": "You are a senior algorithmic systems engineer." },
{ "role": "user", "content": "Analyze the time complexity of distributed sparse all-to-all communications." }
],
"temperature": 0.6
}'