From 4a1ab44f6a1bbb68c9ee67fedf82915cf9de2124 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Wed, 31 Jul 2024 17:13:02 -0700
Subject: [PATCH] docs fine tuning

---
 docs/my-website/docs/fine_tuning.md | 50 +++++++++++++++++++++++++++++
 docs/my-website/sidebars.js         |  1 +
 2 files changed, 51 insertions(+)
 create mode 100644 docs/my-website/docs/fine_tuning.md

diff --git a/docs/my-website/docs/fine_tuning.md b/docs/my-website/docs/fine_tuning.md
new file mode 100644
index 000000000..009511973
--- /dev/null
+++ b/docs/my-website/docs/fine_tuning.md
@@ -0,0 +1,50 @@
+# [Beta] Fine-tuning API
+
+
+:::info
+
+This is an Enterprise only endpoint [Get Started with Enterprise here](https://calendly.com/d/4mp-gd3-k5k/litellm-1-1-onboarding-chat)
+
+:::
+
+## Supported Providers
+- Azure OpenAI
+- OpenAI
+
+
+## Usage
+```yaml
+model_list:
+  - model_name: gpt-4
+    litellm_params:
+      model: openai/fake
+      api_key: fake-key
+      api_base: https://exampleopenaiendpoint-production.up.railway.app/
+
+# For /fine_tuning/jobs endpoints
+finetune_settings:
+  - custom_llm_provider: azure
+    api_base: https://exampleopenaiendpoint-production.up.railway.app
+    api_key: fake-key
+    api_version: "2023-03-15-preview"
+  - custom_llm_provider: openai
+    api_key: os.environ/OPENAI_API_KEY
+
+# for /files endpoints
+files_settings:
+  - custom_llm_provider: azure
+    api_base: https://exampleopenaiendpoint-production.up.railway.app
+    api_key: fake-key
+    api_version: "2023-03-15-preview"
+  - custom_llm_provider: openai
+    api_key: os.environ/OPENAI_API_KEY
+```
+
+## Create File for Fine Tuning
+
+## Create fine-tuning job
+
+## Cancel fine-tuning job
+
+## List fine-tuning jobs
+
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index c1ce83068..54ba9cdd8 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -120,6 +120,7 @@ const sidebars = {
         "text_to_speech",
         "assistants",
         "batches",
+        "fine_tuning",
         "anthropic_completion"
       ],
     },