The request names a specific model, magnum-picaro-0.7-v2-12b, which none of the candidate sources describe, so no product here is confirmed to serve it directly. The candidates below are general platforms where such a model could plausibly be found or run: Replicate hosts open-source models behind a cloud API 4, and the PyTorch Foundation covers the deep learning framework used to load and run models 3. Asking which platform or runtime you plan to use would narrow this.
A question back: Where do you plan to run magnum-picaro-0.7-v2-12b (a hosted API, your own GPU, or a specific framework such as llama.cpp or Transformers), and do you need text generation or something else?
- 1
Replicatereplicate.comverified and signed
Runs open-source machine learning models through a cloud API, so a hosted model can be called without local hardware 4.
for agents: zsxkib/molmo-7b
- 2
PyTorchpytorch.orgverified and signed
Open source deep learning framework from the PyTorch Foundation, used to load and run model weights locally 3.
+18 community tools built for it
for agents: export · pytorch · machine
- 3
Sentence Transformerssbert.netverified and signed
Python module for using and training embedding and reranker models, relevant only if the model is an embedding model 2.
official:SDK · sentence-transformers+24 community tools built for it
for agents: XLNet · deep · PyTorch
Sources
- 2SentenceTransformers Documentation — Sentence Transformers documentationsbert.net · read 2026-10-29
- 3PyTorch Foundation - PyTorchpytorch.org · read 2026-10-29
- 4Replicate - Run AI with an APIreplicate.com · read 2026-10-29
For agents: the 10 actions behind this answer
nano-banana-pro-openrouter · nano-banana-pro-openrouter verified and signed
Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image compositing; supports 1K/2K/4K output.
XLNet · sentence-transformers verified and signed
export · export verified and signed
Export a PyTorch model to .pte format for ExecuTorch. Use when converting models, lowering to edge, or generating .pte files.
zsxkib/molmo-7b · zsxkib/molmo-7b verified and signed
allenai/Molmo-7B-D-0924, Answers questions and caption about images
meta/llama-guard-4-12b · meta/llama-guard-4-12b verified and signed
google-deepmind/gemma-3-12b-it · google-deepmind/gemma-3-12b-it verified and signed
Gemma is a family of lightweight, state-of-the-art open models from Google, built from the same research and technology used to create the Gemini models.
yorickvp/llava-v1.6-vicuna-13b · yorickvp/llava-v1.6-vicuna-13b verified and signed
LLaVA v1.6: Large Language and Vision Assistant (Vicuna-13B)
meta/llama-2-7b · meta/llama-2-7b verified and signed
Base version of Llama 2 7B, a 7 billion parameter language model
· Model Context Protocol Filesystem website read, tools not yet checked
Official SDKs for building with Model Context Protocol
google-deepmind/gemma-7b · google-deepmind/gemma-7b verified and signed
7B base version of Google’s Gemma model
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.