diff --git a/llama_stack/templates/together/run-with-safety.yaml b/llama_stack/templates/together/run-with-safety.yaml
index 52ee36e34..0c72d4986 100644
--- a/llama_stack/templates/together/run-with-safety.yaml
+++ b/llama_stack/templates/together/run-with-safety.yaml
@@ -150,6 +150,36 @@ models:
   provider_id: together
   provider_model_id: togethercomputer/m2-bert-80M-8k-retrieval
   model_type: embedding
+- metadata:
+    embedding_dimension: 768
+  model_id: togethercomputer/m2-bert-80M-2k-retrieval
+  provider_id: together
+  provider_model_id: togethercomputer/m2-bert-80M-2k-retrieval
+  model_type: embedding
+- metadata:
+    embedding_dimension: 768
+  model_id: togethercomputer/m2-bert-80M-32k-retrieval
+  provider_id: together
+  provider_model_id: togethercomputer/m2-bert-80M-32k-retrieval
+  model_type: embedding
+- metadata:
+    embedding_dimension: 1024
+  model_id: WhereIsAI/UAE-Large-V1
+  provider_id: together
+  provider_model_id: WhereIsAI/UAE-Large-V1
+  model_type: embedding
+- metadata:
+    embedding_dimension: 1024
+  model_id: BAAI/bge-large-en-v1.5
+  provider_id: together
+  provider_model_id: BAAI/bge-large-en-v1.5
+  model_type: embedding
+- metadata:
+    embedding_dimension: 768
+  model_id: BAAI/bge-base-en-v1.5
+  provider_id: together
+  provider_model_id: BAAI/bge-base-en-v1.5
+  model_type: embedding
 shields:
 - shield_id: meta-llama/Llama-Guard-3-8B
   provider_id: llama-guard
diff --git a/llama_stack/templates/together/run.yaml b/llama_stack/templates/together/run.yaml
index d9fc5c5fc..88aee0da3 100644
--- a/llama_stack/templates/together/run.yaml
+++ b/llama_stack/templates/together/run.yaml
@@ -144,6 +144,36 @@ models:
   provider_id: together
   provider_model_id: togethercomputer/m2-bert-80M-8k-retrieval
   model_type: embedding
+- metadata:
+    embedding_dimension: 768
+  model_id: togethercomputer/m2-bert-80M-2k-retrieval
+  provider_id: together
+  provider_model_id: togethercomputer/m2-bert-80M-2k-retrieval
+  model_type: embedding
+- metadata:
+    embedding_dimension: 768
+  model_id: togethercomputer/m2-bert-80M-32k-retrieval
+  provider_id: together
+  provider_model_id: togethercomputer/m2-bert-80M-32k-retrieval
+  model_type: embedding
+- metadata:
+    embedding_dimension: 1024
+  model_id: WhereIsAI/UAE-Large-V1
+  provider_id: together
+  provider_model_id: WhereIsAI/UAE-Large-V1
+  model_type: embedding
+- metadata:
+    embedding_dimension: 1024
+  model_id: BAAI/bge-large-en-v1.5
+  provider_id: together
+  provider_model_id: BAAI/bge-large-en-v1.5
+  model_type: embedding
+- metadata:
+    embedding_dimension: 768
+  model_id: BAAI/bge-base-en-v1.5
+  provider_id: together
+  provider_model_id: BAAI/bge-base-en-v1.5
+  model_type: embedding
 shields:
 - shield_id: meta-llama/Llama-Guard-3-8B
 vector_dbs: []
diff --git a/llama_stack/templates/together/together.py b/llama_stack/templates/together/together.py
index 4c571db05..3ba443e39 100644
--- a/llama_stack/templates/together/together.py
+++ b/llama_stack/templates/together/together.py
@@ -81,13 +81,50 @@ def get_distribution_template() -> DistributionTemplate:
             provider_id="code-interpreter",
         ),
     ]
-    embedding_model = ModelInput(
-        model_id="togethercomputer/m2-bert-80M-8k-retrieval",
-        provider_id="together",
-        model_type=ModelType.embedding,
-        provider_model_id="togethercomputer/m2-bert-80M-8k-retrieval",
-        metadata={"embedding_dimension": 768},
-    )
+    embedding_models = [
+        ModelInput(
+            model_id="togethercomputer/m2-bert-80M-8k-retrieval",
+            provider_id="together",
+            model_type=ModelType.embedding,
+            provider_model_id="togethercomputer/m2-bert-80M-8k-retrieval",
+            metadata={"embedding_dimension": 768},
+        ),
+        ModelInput(
+            model_id="togethercomputer/m2-bert-80M-2k-retrieval",
+            provider_id="together",
+            model_type=ModelType.embedding,
+            provider_model_id="togethercomputer/m2-bert-80M-2k-retrieval",
+            metadata={"embedding_dimension": 768},
+        ),
+        ModelInput(
+            model_id="togethercomputer/m2-bert-80M-32k-retrieval",
+            provider_id="together",
+            model_type=ModelType.embedding,
+            provider_model_id="togethercomputer/m2-bert-80M-32k-retrieval",
+            metadata={"embedding_dimension": 768},
+        ),
+        ModelInput(
+            model_id="WhereIsAI/UAE-Large-V1",
+            provider_id="together",
+            model_type=ModelType.embedding,
+            provider_model_id="WhereIsAI/UAE-Large-V1",
+            metadata={"embedding_dimension": 1024},
+        ),
+        ModelInput(
+            model_id="BAAI/bge-large-en-v1.5",
+            provider_id="together",
+            model_type=ModelType.embedding,
+            provider_model_id="BAAI/bge-large-en-v1.5",
+            metadata={"embedding_dimension": 1024},
+        ),
+        ModelInput(
+            model_id="BAAI/bge-base-en-v1.5",
+            provider_id="together",
+            model_type=ModelType.embedding,
+            provider_model_id="BAAI/bge-base-en-v1.5",
+            metadata={"embedding_dimension": 768},
+        ),
+    ]
 
     return DistributionTemplate(
         name=name,
@@ -103,7 +140,7 @@ def get_distribution_template() -> DistributionTemplate:
                     "inference": [inference_provider, embedding_provider],
                     "vector_io": [vector_io_provider],
                 },
-                default_models=default_models + [embedding_model],
+                default_models=default_models + embedding_models,
                 default_tool_groups=default_tool_groups,
                 default_shields=[ShieldInput(shield_id="meta-llama/Llama-Guard-3-8B")],
             ),
@@ -134,7 +171,7 @@ def get_distribution_template() -> DistributionTemplate:
                 },
                 default_models=[
                     *default_models,
-                    embedding_model,
+                    *embedding_models,
                 ],
                 default_shields=[
                     ShieldInput(