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The request names "f16_vllm2", which is not a product that appears among the sources. The closest match is vLLM 2, a high-throughput, memory-efficient inference and serving engine for large language models, which offers an OpenAI-compatible API. If you meant a different product or a specific model or tool named f16_vllm2, please say which.

A question back: Did you mean vLLM, LiteLLM, or a specific model or tool named f16_vllm2? Please share the name or what you want to run.

1
vLLMvllm.aiwebsite read, tools not yet checked
Serves large language models with high throughput and memory efficiency, and includes a drop-in OpenAI-compatible API 2.
Website Docs
+25 community tools built for it
2
LiteLLMlitellm.aifound in code, not yet checked
Open-source AI gateway that puts many LLM providers behind one OpenAI-compatible key, with spend tracking and self-hosting 5.
Website Docs Pricing
+8 community tools built for it
for agents: shell · curl · stitch_gif

Sources

2vLLMvllm.ai · read 2026-10-29
5LiteLLM — Open-Source AI Gateway & LLM Proxylitellm.ai · read 2026-10-29

For agents: the 10 actions behind this answer

create-llms · create-llms verified and signed
Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/
· vLLM website read, tools not yet checked
vLLM is a high-throughput and memory-efficient inference and serving engine for Large Language Models (LLMs). Deploy AI models faster with state-of-the-art performance. Easy, fast, and cost-efficient LLM serving for everyone.
StartInputDeviceMaintenanceWindow · AWS Elemental MediaLive verified and signed
Start a maintenance window for the specified input device. Starting a maintenance window will give the device up to two hours to install software. If the device was streaming prior to the maintenance,
fortran · cmake verified and signed
shell · shin-watcher-oss found in code, not yet checked
Run a shell command in the cloned BerriAI/litellm working tree. Use this for git, uv, curl, ls, cat, pytest, etc.
· SourceForge Docutils website read, tools not yet checked
SourceForge is the complete software discovery platform. SourceForge is the largest B2B software review and comparison site in the world, and features the largest business software directory, as well as free & fast open source software downloads and development.
gis · geographiclib verified and signed
learning · apache-tvm-ffi verified and signed
· Apache Software Foundation Arrow website read, tools not yet checked
· Apache Software Foundation Pyspark website read, tools not yet checked

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.