diff --git a/cohere-openapi.yaml b/cohere-openapi.yaml
index f7b7ba8c..b13a99bf 100644
--- a/cohere-openapi.yaml
+++ b/cohere-openapi.yaml
@@ -11508,7 +11508,7 @@ paths:
                 		&MyReader{Reader: strings.NewReader(`{"text": "The quick brown fox jumps over the lazy dog"}`), name: "test.jsonl"},
                 		&MyReader{Reader: strings.NewReader(""), name: "a.jsonl"},
                 		&cohere.DatasetsCreateRequest{
-                			Name: "embed-dataset",
+                			Name: "prompt-completion-dataset",
                 			Type: cohere.DatasetTypeEmbedResult,
                 		},
                 	)
@@ -11528,9 +11528,9 @@ paths:
 
                 # upload a dataset
                 my_dataset = co.datasets.create(
-                    name="chat-dataset",
-                    data=open("./chat.jsonl", "rb"),
-                    type="chat-finetune-input",
+                    name="prompt-completion-dataset",
+                    data=open("./prompt-completion.jsonl", "rb"),
+                    type="prompt-completion-finetune-input",
                 )
 
                 # wait for validation to complete
@@ -11550,9 +11550,9 @@ paths:
 
                     # upload a dataset
                     response = await co.datasets.create(
-                        name="chat-dataset",
-                        data=open("./chat.jsonl", "rb"),
-                        type="chat-finetune-input",
+                        name="prompt-completion-dataset",
+                        data=open("./prompt-completion.jsonl", "rb"),
+                        type="prompt-completion-finetune-input",
                     )
 
                     # wait for validation to complete
@@ -11583,7 +11583,7 @@ paths:
                     public static void main(String[] args) {
                         Cohere cohere = Cohere.builder().token("<<apiKey>>").clientName("snippet").build();
 
-                        DatasetsCreateResponse response = cohere.datasets().create(null, Optional.empty(), DatasetsCreateRequest.builder().name("chat-dataset").type(DatasetType.CHAT_FINETUNE_INPUT).build());
+                        DatasetsCreateResponse response = cohere.datasets().create(null, Optional.empty(), DatasetsCreateRequest.builder().name("prompt-completion-dataset").type(DatasetType.PROMPT_COMPLETION_FINETUNE_INPUT).build());
 
                         System.out.println(response);
                     }
@@ -14396,14 +14396,14 @@ paths:
               example:
                 finetuned_models:
                   - id: fee37446-7fc7-42f9-a026-c6ba2fcc422d
-                    name: chat-ft
+                    name: prompt-completion-ft
                     creator_id: 7a317d97-4d05-427d-9396-f31b9fb92c55
                     organization_id: 6bdca3d5-3eae-4de0-ac34-786d8063b7ee
                     settings:
                       base_model:
                         name: medium
                         version: 14.2.0
-                        base_type: BASE_TYPE_CHAT
+                        base_type: BASE_TYPE_GENERATIVE
                         strategy: STRATEGY_TFEW
                       dataset_id: my-dataset-d701tr
                       hyperparameters:
@@ -14655,7 +14655,7 @@ paths:
               name: api-test
               settings:
                 base_model:
-                  base_type: BASE_TYPE_CHAT
+                  base_type: BASE_TYPE_GENERATIVE
                 dataset_id: my-dataset-id
         required: true
       parameters:
@@ -14677,7 +14677,7 @@ paths:
                     public static void main(String[] args) {
                         Cohere cohere = Cohere.builder().token("<<apiKey>>").clientName("snippet").build();
 
-                        CreateFinetunedModelResponse response = cohere.finetuning().createFinetunedModel(FinetunedModel.builder().name("test-finetuned-model").settings(Settings.builder().baseModel(BaseModel.builder().baseType(BaseType.BASE_TYPE_CHAT).build()).datasetId("my-dataset-id").build()).build());
+                        CreateFinetunedModelResponse response = cohere.finetuning().createFinetunedModel(FinetunedModel.builder().name("test-finetuned-model").settings(Settings.builder().baseModel(BaseModel.builder().baseType(BaseType.BASE_TYPE_GENERATIVE).build()).datasetId("my-dataset-id").build()).build());
 
                         System.out.println(response);
                     }
@@ -14707,7 +14707,7 @@ paths:
                 			Settings: &finetuning.Settings{
                 				DatasetId: "my-dataset-id",
                 				BaseModel: &finetuning.BaseModel{
-                					BaseType: finetuning.BaseTypeBaseTypeChat,
+                					BaseType: finetuning.BaseTypeBaseTypeGenerative,
                 				},
                 			},
                 		},
@@ -14734,7 +14734,7 @@ paths:
                     name: 'test-finetuned-model',
                     settings: {
                       base_model: {
-                        base_type: Cohere.Finetuning.BaseType.BaseTypeChat,
+                        base_type: Cohere.Finetuning.BaseType.BaseTypeGenerative,
                       },
                       dataset_id: 'test-dataset-id',
                     },
@@ -14823,7 +14823,7 @@ paths:
                       "name": "test-finetuned-model",
                       "settings": {
                         "base_model": {
-                          "base_type": "BASE_TYPE_CHAT",
+                          "base_type": "BASE_TYPE_GENERATIVE",
                         },
                         "dataset_id": "test-dataset-id"
                       }
@@ -14969,7 +14969,7 @@ paths:
                     public static void main(String[] args) {
                         Cohere cohere = Cohere.builder().token("<<apiKey>>").clientName("snippet").build();
 
-                        UpdateFinetunedModelResponse response = cohere.finetuning().updateFinetunedModel("test-id", FinetuningUpdateFinetunedModelRequest.builder().name("new name").settings(Settings.builder().baseModel(BaseModel.builder().baseType(BaseType.BASE_TYPE_CHAT).build()).datasetId("my-dataset-id").build()).build());
+                        UpdateFinetunedModelResponse response = cohere.finetuning().updateFinetunedModel("test-id", FinetuningUpdateFinetunedModelRequest.builder().name("new name").settings(Settings.builder().baseModel(BaseModel.builder().baseType(BaseType.BASE_TYPE_GENERATIVE).build()).datasetId("my-dataset-id").build()).build());
 
                         System.out.println(response);
                     }
@@ -15085,14 +15085,14 @@ paths:
               example:
                 finetuned_model:
                   id: fee37446-7fc7-42f9-a026-c6ba2fcc422d
-                  name: chat-ft
+                  name: prompt-completion-ft
                   creator_id: 7a317d97-4d05-427d-9396-f31b9fb92c55
                   organization_id: 6bdca3d5-3eae-4de0-ac34-786d8063b7ee
                   settings:
                     base_model:
                       name: medium
                       version: 14.2.0
-                      base_type: BASE_TYPE_CHAT
+                      base_type: BASE_TYPE_GENERATIVE
                       strategy: STRATEGY_TFEW
                     dataset_id: my-dataset-d701tr
                     hyperparameters:
@@ -21188,7 +21188,7 @@ components:
           readOnly: true
         wandb:
           $ref: "#/components/schemas/WandbConfig"
-          description: The Weights & Biases configuration.
+          description: The Weights & Biases configuration (Chat fine-tuning only).
       description: The configuration used for fine-tuning.
       required:
         - base_model
diff --git a/fern/pages/models/the-command-family-of-models/command-r-plus.mdx b/fern/pages/models/the-command-family-of-models/command-r-plus.mdx
index c9919812..9fb5f4df 100644
--- a/fern/pages/models/the-command-family-of-models/command-r-plus.mdx
+++ b/fern/pages/models/the-command-family-of-models/command-r-plus.mdx
@@ -89,3 +89,6 @@ Command R+ has been trained with multi-step tool use capabilities, with which it
 ## Temporary Context Window Caveat
 
 We have a known issue where prompts between 112K - 128K in length result in bad generations. We are working to get this resolved, and we appreciate your patience in the meantime.
+
+---
+Congrats on reaching the end of this page! Get an extra $1 API credit by entering the `CommandR+Docs` credit code in [your Cohere dashboard](https://dashboard.cohere.com/billing?tab=payment)
\ No newline at end of file
diff --git a/snippets/snippets/curl/finetuning/create-finetuned-model.sh b/snippets/snippets/curl/finetuning/create-finetuned-model.sh
index 4927947e..424cc7bb 100644
--- a/snippets/snippets/curl/finetuning/create-finetuned-model.sh
+++ b/snippets/snippets/curl/finetuning/create-finetuned-model.sh
@@ -7,7 +7,7 @@ curl --request POST \
       "name": "test-finetuned-model",
       "settings": {
         "base_model": {
-          "base_type": "BASE_TYPE_CHAT",
+          "base_type": "BASE_TYPE_GENERATIVE",
         },
         "dataset_id": "test-dataset-id"
       }
diff --git a/snippets/snippets/go/dataset-post/main.go b/snippets/snippets/go/dataset-post/main.go
index a6c4be9f..e6d0b2da 100644
--- a/snippets/snippets/go/dataset-post/main.go
+++ b/snippets/snippets/go/dataset-post/main.go
@@ -27,7 +27,7 @@ func main() {
 		&MyReader{Reader: strings.NewReader(`{"text": "The quick brown fox jumps over the lazy dog"}`), name: "test.jsonl"},
 		&MyReader{Reader: strings.NewReader(""), name: "a.jsonl"},
 		&cohere.DatasetsCreateRequest{
-			Name: "embed-dataset",
+			Name: "prompt-completion-dataset",
 			Type: cohere.DatasetTypeEmbedResult,
 		},
 	)
diff --git a/snippets/snippets/go/finetuning/create-finetuned-model/main.go b/snippets/snippets/go/finetuning/create-finetuned-model/main.go
index 7bbdb258..aee7b102 100644
--- a/snippets/snippets/go/finetuning/create-finetuned-model/main.go
+++ b/snippets/snippets/go/finetuning/create-finetuned-model/main.go
@@ -18,7 +18,7 @@ func main() {
 			Settings: &finetuning.Settings{
 				DatasetId: "my-dataset-id",
 				BaseModel: &finetuning.BaseModel{
-					BaseType: finetuning.BaseTypeBaseTypeChat,
+					BaseType: finetuning.BaseTypeBaseTypeGenerative,
 				},
 			},
 		},
diff --git a/snippets/snippets/java/app/src/main/java/DatasetPost.java b/snippets/snippets/java/app/src/main/java/DatasetPost.java
index d5f34f95..9022aa20 100644
--- a/snippets/snippets/java/app/src/main/java/DatasetPost.java
+++ b/snippets/snippets/java/app/src/main/java/DatasetPost.java
@@ -10,7 +10,7 @@ public class DatasetPost {
     public static void main(String[] args) {
         Cohere cohere = Cohere.builder().token("<<apiKey>>").clientName("snippet").build();
 
-        DatasetsCreateResponse response = cohere.datasets().create(null, Optional.empty(), DatasetsCreateRequest.builder().name("chat-dataset").type(DatasetType.CHAT_FINETUNE_INPUT).build());
+        DatasetsCreateResponse response = cohere.datasets().create(null, Optional.empty(), DatasetsCreateRequest.builder().name("prompt-completion-dataset").type(DatasetType.PROMPT_COMPLETION_FINETUNE_INPUT).build());
 
         System.out.println(response);
     }
diff --git a/snippets/snippets/java/app/src/main/java/finetuning/CreateFinetunedModel.java b/snippets/snippets/java/app/src/main/java/finetuning/CreateFinetunedModel.java
index 9633e376..6ab2fb5f 100644
--- a/snippets/snippets/java/app/src/main/java/finetuning/CreateFinetunedModel.java
+++ b/snippets/snippets/java/app/src/main/java/finetuning/CreateFinetunedModel.java
@@ -7,7 +7,7 @@ public class CreateFinetunedModel {
     public static void main(String[] args) {
         Cohere cohere = Cohere.builder().token("<<apiKey>>").clientName("snippet").build();
 
-        CreateFinetunedModelResponse response = cohere.finetuning().createFinetunedModel(FinetunedModel.builder().name("test-finetuned-model").settings(Settings.builder().baseModel(BaseModel.builder().baseType(BaseType.BASE_TYPE_CHAT).build()).datasetId("my-dataset-id").build()).build());
+        CreateFinetunedModelResponse response = cohere.finetuning().createFinetunedModel(FinetunedModel.builder().name("test-finetuned-model").settings(Settings.builder().baseModel(BaseModel.builder().baseType(BaseType.BASE_TYPE_GENERATIVE).build()).datasetId("my-dataset-id").build()).build());
 
         System.out.println(response);
     }
diff --git a/snippets/snippets/java/app/src/main/java/finetuning/UpdateFinetunedModel.java b/snippets/snippets/java/app/src/main/java/finetuning/UpdateFinetunedModel.java
index 5d4b6369..33f78325 100644
--- a/snippets/snippets/java/app/src/main/java/finetuning/UpdateFinetunedModel.java
+++ b/snippets/snippets/java/app/src/main/java/finetuning/UpdateFinetunedModel.java
@@ -12,7 +12,7 @@ public class UpdateFinetunedModel {
     public static void main(String[] args) {
         Cohere cohere = Cohere.builder().token("<<apiKey>>").clientName("snippet").build();
 
-        UpdateFinetunedModelResponse response = cohere.finetuning().updateFinetunedModel("test-id", FinetuningUpdateFinetunedModelRequest.builder().name("new name").settings(Settings.builder().baseModel(BaseModel.builder().baseType(BaseType.BASE_TYPE_CHAT).build()).datasetId("my-dataset-id").build()).build());
+        UpdateFinetunedModelResponse response = cohere.finetuning().updateFinetunedModel("test-id", FinetuningUpdateFinetunedModelRequest.builder().name("new name").settings(Settings.builder().baseModel(BaseModel.builder().baseType(BaseType.BASE_TYPE_GENERATIVE).build()).datasetId("my-dataset-id").build()).build());
 
         System.out.println(response);
     }
diff --git a/snippets/snippets/node/finetuning/create-finetuned-model.ts b/snippets/snippets/node/finetuning/create-finetuned-model.ts
index 75edd962..51f2046e 100644
--- a/snippets/snippets/node/finetuning/create-finetuned-model.ts
+++ b/snippets/snippets/node/finetuning/create-finetuned-model.ts
@@ -9,7 +9,7 @@ const cohere = new CohereClient({
     name: 'test-finetuned-model',
     settings: {
       base_model: {
-        base_type: Cohere.Finetuning.BaseType.BaseTypeChat,
+        base_type: Cohere.Finetuning.BaseType.BaseTypeGenerative,
       },
       dataset_id: 'test-dataset-id',
     },
diff --git a/snippets/snippets/python-async/dataset-post.py b/snippets/snippets/python-async/dataset-post.py
index a18e27dc..b5dcc572 100644
--- a/snippets/snippets/python-async/dataset-post.py
+++ b/snippets/snippets/python-async/dataset-post.py
@@ -8,9 +8,9 @@ async def main():
 
     # upload a dataset
     response = await co.datasets.create(
-        name="chat-dataset",
-        data=open("./chat.jsonl", "rb"),
-        type="chat-finetune-input",
+        name="prompt-completion-dataset",
+        data=open("./prompt-completion.jsonl", "rb"),
+        type="prompt-completion-finetune-input",
     )
 
     # wait for validation to complete
diff --git a/snippets/snippets/python/dataset-post.py b/snippets/snippets/python/dataset-post.py
index a75dbe6b..549a7707 100644
--- a/snippets/snippets/python/dataset-post.py
+++ b/snippets/snippets/python/dataset-post.py
@@ -4,9 +4,9 @@
 
 # upload a dataset
 my_dataset = co.datasets.create(
-    name="chat-dataset",
-    data=open("./chat.jsonl", "rb"),
-    type="chat-finetune-input",
+    name="prompt-completion-dataset",
+    data=open("./prompt-completion.jsonl", "rb"),
+    type="prompt-completion-finetune-input",
 )
 
 # wait for validation to complete