Workflows

Unsloth: write parametric memory in with a fine-tune config

Write a valid Unsloth fine-tune config that bakes stable, always-needed domain knowledge into a small model so the knowledge is native rather than carried in a prompt on every call.

Text your own AI assistant on WhatsApp: Hermes wired to FreeLLMAPI

Point Hermes Agent at a FreeLLMAPI backend and connect it to WhatsApp, so a memory-keeping assistant runs 24/7 on a free always-on server and costs nothing per message, with the wiring validated before you link a number.

Run GLM-5.2 fully local on a Mac Studio and drive it with Hermes

Serve GLM-5.2's 2-bit GGUF on a Mac Studio over an OpenAI-compatible endpoint, point Hermes at it as a custom provider, and hand it long hands-off agentic jobs.

Serve NVIDIA Nemotron 3 Ultra yourself for high-throughput agents (vLLM)

Stand up the NVFP4 Nemotron 3 Ultra checkpoint as an OpenAI-compatible endpoint for fast, long-running agent loops, validated serve flags + endpoint.

Serve GLM-5.1 yourself for long-horizon agentic coding (vLLM)

Stand up the MIT-licensed GLM-5.1 FP8 checkpoint as an OpenAI-compatible endpoint for long agentic runs, validated serve config + endpoint.

Serve MiniMax M3 yourself for agentic coding (vLLM)

Stand up MiniMax M3 on an 8x H200 node as an OpenAI-compatible endpoint and point any coding agent at it, validated serve flags + endpoint config.

OpenHands + Fable 5: Autonomous Issue to Pull Request

Hand Fable 5 a GitHub issue and let OpenHands plan, edit, run tests, and open a PR in a Docker sandbox.

Claude Code Auto Mode: A Classifier Instead of an Allowlist

Set Auto Mode as your default so a classifier reviews each action instead of pre-listing every command.

Hermes Kanban: The Swarm

Fan a goal out to N parallel workers, gate a verifier on all of them, then a synthesizer on the verifier.

Fine-Tune an Open LLM to Make It Yours

Adapt an open-weight model to your domain with a small dataset.

Hermes + NotebookLM "Second Brain"

Pair Hermes with NotebookLM to build a self-researching, self-teaching knowledge system.

Replaces Perplexity Pro

Self-Hosted Self-Improving Agent with Hermes

Stand up a Hermes agent that remembers and improves over time on your own VPS.