What is a Textual Inversion embedding?

A Textual Inversion embedding is a small file that teaches Stable Diffusion a new concept — a style, character or quality fix — and binds it to a trigger word. Typing that word in your prompt invokes the learned concept without changing the base model.

Do I write the embedding name or use angle brackets?

In Automatic1111/Forge you just type the embedding's filename as a plain word, for example easynegative. In ComfyUI the standard syntax is embedding:name. Either way the name must match the file in your embeddings folder exactly.

Where do I put a negative embedding?

Negative embeddings such as easynegative or badhandv4 go in the negative prompt box. They steer the model away from the artifacts they were trained on, like deformed hands or watermarks.

How do I change an embedding's strength?

Wrap it in weight syntax just like any token — (easynegative:0.8) in WebUI, or use the same parenthesis weighting in ComfyUI. Lower the weight if the embedding is overpowering the rest of the prompt.

Textual Inversion Embedding Guide

Use embeddings without the syntax confusion

Textual Inversion embeddings are tiny files that teach Stable Diffusion a new style, character or quality fix and bind it to a trigger word. They are one of the cheapest ways to upgrade your output — easynegative alone cleans up a huge range of artifacts. The only thing that trips people up is the syntax, which differs between Automatic1111 and ComfyUI. This guide generates the exact token to paste, in the right prompt box, at the weight you want.

How embeddings work and where they go

An embedding does not modify the model’s weights. Instead it adds a new “word” to the text encoder’s vocabulary that maps to a learned concept. To use it you simply reference its filename (minus the extension):

Automatic1111 / Forge — type the bare name: easynegative, my-art-style. The UI auto-detects files in your embeddings/ folder.
ComfyUI — use the prefix form: embedding:easynegative. The file lives in models/embeddings/.

Placement matters:

Positive embeddings (styles, subjects, quality boosters) go in the positive prompt, usually near the front for style or with your subject.
Negative embeddings (easynegative, badhandv4, ng_deepnegative) go in the negative prompt — they describe what to avoid.

Tips on weighting and stacking

Tune the weight. If an embedding dominates, dial it down: (my-style:0.7). If it is too weak, raise toward 1.2.
Don’t over-stack negatives. Three or four well-chosen negative embeddings is plenty; piling on more often flattens the image.
Names are exact and case-sensitive on some systems. Copy the filename precisely — a typo means the token is silently treated as ordinary text.
SD 1.5 vs SDXL. Embeddings are trained for one architecture; an SD 1.5 embedding won’t load on an SDXL model.