{"domain":"cactuscompute.com","status":"valid","tier":"listed","authority":54,"verified":false,"title":"Cactus Compute","summary":"Cactus builds foundation models for on-device intelligence on any hardware: phones, wearables, automotive, laptops and microcontrollers. Deploy our models (Needle 3 for tool calling, Whistle for speech) or bring your own. Our hybrid models report a confidence score, so a request falls back to the cloud only when needed. This file is the index for agents: the Needle fine-tuning platform comes first, then the models themselves, then a pointer to the on-device SDK docs.","country":"US","country_source":"ip","llms_txt":"https://cactuscompute.com/llms.txt","llms_full_txt":"https://cactuscompute.com/llms-full.txt","last_checked":"2026-10-20T09:51:00.405Z","agent_terms":null,"categories":["ai-ml"],"capabilities":[],"inferred_tags":["on-device ai","foundation models","tool calling","speech model","fine-tuning"],"audience":"developers","agent_uses":["read_docs","call_api"],"language":"en","platform_generated":false,"agent_summary":"Cactus builds on-device foundation models (Needle for tool calling, Whistle for speech) with a fine-tuning platform, API reference, pricing and an on-device SDK","llms_txt_cached":"https://agentwebmap.com/v1/domain/cactuscompute.com/llms.txt","agentic":"interface","section_keys":["1-plans-and-your-usage","2-draft-tools-optional","3-upload-files-if-you-have-your-own","4-generate-files-if-you-do-not","5-fine-tune","6-download","api-reference","authentication","cactus-sdk-the-on-device-engine","data-format","description-every-endpoint-under-v1-in-the-order-you-use-them-with-curl-for-each-machine-readable-sp-6a0aaf04ecbb","description-load-a-downloaded-cact-file-with-the-open-source-runtime-run-it-on-cpu-on-any-machine-an-b821e80d70e5","errors","everything-else","install-and-run","instructions-for-agents","limits","local-vs-platform-fine-tuning","needle-fine-tuning-platform","needle-hosted-fine-tuning-pricing","run-and-evaluate-a-model-locally","score-a-test-file","scoring","the-models-you-can-run-on-device","things-that-bite","what-cactus-does"],"section_partial":false,"section_indexed_at":"2026-10-21T16:51:40.925Z"}