StandardOne-8B-GGUF is a GGUF model file, so it is run with a local inference tool. Hugging Face hosts GGUF model files and offers tools to find, size and run them 1, and Ollama runs open AI models locally on macOS, Windows and Linux 10. Replicate offers cloud model hosting via API 2.
- 1
Hugging Facehuggingface.coverified and signed
Hosts public models and GGUF weights, and provides a CLI and memory-estimate tool (hf-mem) to size GGUF models before loading 1.
official:MCP server · @huggingface/mcp-clientSDK · huggingface-hubCLI · text-embeddings-inferencerepository · pwc-cliskill · hf-cli+23 community tools built for it
for agents: huggingface-local-models · models · hf-mem
- 2
Ollamaollama.comwebsite read, tools not yet checked
Runs open AI models locally or in the cloud on macOS, Windows and Linux, the simplest way to run a GGUF model on your own machine 10.
+141 community tools built for it
- 3
Replicatereplicate.comverified and signed
Runs open-source machine learning models through a cloud API, for use without local hardware 2.
+14 community tools built for it
for agents: kcaverly/neuralbeagle14-7b-gguf · ibm-granite/granite-4.1-8b · ibm-granite/granite-8b-code-instruct-128k
Sources
- 1Hugging Face – The AI community building the future.huggingface.co · read 2026-10-29
- 2Replicate - Run AI with an APIreplicate.com · read 2026-10-29
- 10Ollama · Run AI models locally and in the cloudollama.com · read 2026-10-29
For agents: the 10 actions behind this answer
huggingface-local-models · huggingface-local-models verified and signed
Use to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact GGUF file lookup, conversion, and OpenAI-compatible local serving.
kcaverly/neuralbeagle14-7b-gguf · kcaverly/neuralbeagle14-7b-gguf verified and signed
NeuralBeagle14-7B is (probably) the best 7B model you can find!
retrieveModel · OpenAI API verified and signed
Retrieves a model instance, providing basic information about the model such as the owner and permissioning.
gh200-480gb · Cosmos Reason-2-8B verified and signed
Task: GH200 480GB
model-recommendation · model-recommendation verified and signed
Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency
train_link_prediction_model · neo4j-gds found in code, not yet checked
Train a link prediction model on a projected graph and store it in the GDS model catalog under modelName.
workers-ai-search-model · Cloudflare API verified and signed
Model Search
get_database · mcp found in code, not yet checked
Retrieves a Database by OCID and maps it to the server model.
github · ghapi verified and signed
· Ollama website read, tools not yet checked
Ollama is the easiest way to run and build with open AI models locally or in the cloud on macOS, Windows, and Linux.
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.