From 892f4bd269370dfd93ae986639e850e5733e6337 Mon Sep 17 00:00:00 2001
From: Mattt Zmuda <mattt@replicate.com>
Date: Mon, 24 Jul 2023 03:33:20 -0700
Subject: [PATCH] Add information about training API to README

---
 README.md | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/README.md b/README.md
index 497f486a..06b7436f 100644
--- a/README.md
+++ b/README.md
@@ -373,6 +373,14 @@ const response = await replicate.predictions.list();
 
 ### `replicate.trainings.create`
 
+Use the training API to fine-tune language models
+to make them better at a particular task.
+To see what **language models** currently support fine-tuning,
+check out Replicate's [collection of trainable language models](https://replicate.com/collections/trainable-language-models).
+
+If you're looking to fine-tune **image models**,
+check out Replicate's [guide to fine-tuning image models](https://replicate.com/docs/guides/fine-tune-an-image-model).
+
 ```js
 const response = await replicate.trainings.create(model_owner, model_name, version_id, options);
 ```
@@ -404,6 +412,10 @@ const response = await replicate.trainings.create(model_owner, model_name, versi
 }
 ```
 
+> **Warning**
+> If you try to fine-tune a model that doesn't support training,
+> you'll get a `400 Bad Request` response from the server.
+
 ### `replicate.trainings.get`
 
 ```js