diff --git a/docs/modelfile.md b/docs/modelfile.md
index a90cbc0d..f49956cb 100644
--- a/docs/modelfile.md
+++ b/docs/modelfile.md
@@ -12,7 +12,6 @@ A model file is the blueprint to create and share models with Ollama.
   - [FROM (Required)](#from-required)
     - [Build from llama2](#build-from-llama2)
     - [Build from a bin file](#build-from-a-bin-file)
-  - [EMBED](#embed)
   - [PARAMETER](#parameter)
     - [Valid Parameters and Values](#valid-parameters-and-values)
   - [TEMPLATE](#template)
@@ -89,15 +88,6 @@ FROM ./ollama-model.bin
 
 This bin file location should be specified as an absolute path or relative to the Modelfile location.
 
-### EMBED
-
-The EMBED instruction is used to add embeddings of files to a model. This is useful for adding custom data that the model can reference when generating an answer.
-
-```
-FROM <model name>:<tag>
-EMBED <file path>
-```
-
 ### PARAMETER
 
 The `PARAMETER` instruction defines a parameter that can be set when the model is run.