Unfragile

The request names LUFFY-Qwen-Math-7B-Zero, a Qwen-family math model, but none of the candidate sources list that model itself. The closest matches are Qwen-based model hosts: Replicate exposes a Qwen-7B-Chat model through its API 14, and OpenRouter offers text-to-text and tool-calling access to hosted models 25. Neither source confirms LUFFY-Qwen-Math-7B-Zero is available on it.

A question back: Do you want to run LUFFY-Qwen-Math-7B-Zero yourself on your own hardware, or access it through a hosted API? That decides which of these fits.

1
Replicatereplicate.comverified and signed
Runs open-source machine learning models through a cloud API, including a Qwen-7B chat model that is the 7B-parameter member of the Qwen series 14.
Website Docs Pricing Get started
for agents: niron1/qwen-7b-chat
2
OpenRouteropenrouter.aiverified and signed
A unified API that routes requests to hundreds of hosted models, with text-to-text and function-calling support 25.
Website Docs Pricing Get started
for agents: tool-calling · structured-outputs · text->text

Sources

1Replicate - Run AI with an APIreplicate.com · read 2026-10-29
2OpenRouteropenrouter.ai · read 2026-10-29
4niron1/qwen-7b-chat: declares "niron1/qwen-7b-chat" (the record we read and signed)unfragile.ai · read 2026-10-24
5Qwen: Qwen2.5 7B Instruct: declares "tool-calling" (the record we read and signed)unfragile.ai · read 2026-10-24

For agents: the 10 actions behind this answer

niron1/qwen-7b-chat · niron1/qwen-7b-chat verified and signed
Qwen-7B is the 7B-parameter version of the large language model series, Qwen (abbr. Tongyi Qianwen), proposed by Aibaba Cloud. Qwen-7B`is a Transformer-based large language model, which is pretrained on a large volume of data, including web texts, books,
qwen/qwen3-235b-a22b-instruct-2507 · qwen/qwen3-235b-a22b-instruct-2507 verified and signed
Updated Qwen3 model for instruction following
qwen/qwen3-7-plus · qwen/qwen3-7-plus verified and signed
Qwen3.7-Plus is Alibaba's cost-effective multimodal model with vision-language understanding, a 1 million token context window, and strong agentic coding and tool use.
nvidia/canary-qwen-2.5b · nvidia/canary-qwen-2.5b verified and signed
🎤The best open-source speech-to-text model as of Jul 2025, transcribing audio with record 5.63% WER and enabling AI tasks like summarization directly from speech✨
zhouhaojiang/qwen_32b · zhouhaojiang/qwen_32b verified and signed
without examination qwen2.5 32b
qwen/qwen-image-edit · qwen/qwen-image-edit verified and signed
Edit images using a prompt. This model extends Qwen-Image’s unique text rendering capabilities to image editing tasks, enabling precise text editing
qwen/qwen-image-edit-plus-lora · qwen/qwen-image-edit-plus-lora verified and signed
Qwen Image Edit 2509 LoRA explorer, uses HuggingFace URLs to load any safetensor
qwen/qwen-image-edit-2511 · qwen/qwen-image-edit-2511 verified and signed
An enhanced version over Qwen-Image-Edit-2509, featuring multiple improvements including notably better consistency
qwen/qwen3-tts · qwen/qwen3-tts verified and signed
A unified Text-to-Speech demo featuring three powerful modes: Voice, Clone and Design
lucataco/qwen-vl-chat · lucataco/qwen-vl-chat verified and signed
A multimodal LLM-based AI assistant, which is trained with alignment techniques. Qwen-VL-Chat supports more flexible interaction, such as multi-round question answering, and creative capabilities.

Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.