feat(distro): add more providers to starter distro, prefix conflicting models (#2362)

The name changes to the verifications file are unfortunate, but maybe we
don't need that @ehhuang ?

Edit: deleted the verifications template now

llama_stack/providers/remote/inference/ollama/models.py

@@ -12,7 +12,7 @@ from llama_stack.providers.utils.inference.model_registry import (
     build_model_entry,
 )
 
-model_entries = [
+MODEL_ENTRIES = [
     build_hf_repo_model_entry(
         "llama3.1:8b-instruct-fp16",
         CoreModelId.llama3_1_8b_instruct.value,

llama_stack/providers/remote/inference/ollama/ollama.py

@@ -78,7 +78,7 @@ from llama_stack.providers.utils.inference.prompt_adapter import (
     request_has_media,
 )
 
-from .models import model_entries
+from .models import MODEL_ENTRIES
 
 logger = get_logger(name=__name__, category="inference")
 
@@ -88,7 +88,7 @@ class OllamaInferenceAdapter(
     ModelsProtocolPrivate,
 ):
     def __init__(self, url: str) -> None:
-        self.register_helper = ModelRegistryHelper(model_entries)
+        self.register_helper = ModelRegistryHelper(MODEL_ENTRIES)
         self.url = url
 
     @property

llama_stack/templates/groq/run.yaml

@@ -112,7 +112,7 @@ models:
   provider_model_id: groq/llama3-8b-8192
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.1-8B-Instruct
+  model_id: groq/meta-llama/Llama-3.1-8B-Instruct
   provider_id: groq
   provider_model_id: groq/llama3-8b-8192
   model_type: llm
@@ -127,7 +127,7 @@ models:
   provider_model_id: groq/llama3-70b-8192
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3-70B-Instruct
+  model_id: groq/meta-llama/Llama-3-70B-Instruct
   provider_id: groq
   provider_model_id: groq/llama3-70b-8192
   model_type: llm
@@ -137,7 +137,7 @@ models:
   provider_model_id: groq/llama-3.3-70b-versatile
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct
+  model_id: groq/meta-llama/Llama-3.3-70B-Instruct
   provider_id: groq
   provider_model_id: groq/llama-3.3-70b-versatile
   model_type: llm
@@ -147,7 +147,7 @@ models:
   provider_model_id: groq/llama-3.2-3b-preview
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.2-3B-Instruct
+  model_id: groq/meta-llama/Llama-3.2-3B-Instruct
   provider_id: groq
   provider_model_id: groq/llama-3.2-3b-preview
   model_type: llm
@@ -157,7 +157,7 @@ models:
   provider_model_id: groq/llama-4-scout-17b-16e-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
+  model_id: groq/meta-llama/Llama-4-Scout-17B-16E-Instruct
   provider_id: groq
   provider_model_id: groq/llama-4-scout-17b-16e-instruct
   model_type: llm
@@ -167,7 +167,7 @@ models:
   provider_model_id: groq/meta-llama/llama-4-scout-17b-16e-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
+  model_id: groq/meta-llama/Llama-4-Scout-17B-16E-Instruct
   provider_id: groq
   provider_model_id: groq/meta-llama/llama-4-scout-17b-16e-instruct
   model_type: llm
@@ -177,7 +177,7 @@ models:
   provider_model_id: groq/llama-4-maverick-17b-128e-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
+  model_id: groq/meta-llama/Llama-4-Maverick-17B-128E-Instruct
   provider_id: groq
   provider_model_id: groq/llama-4-maverick-17b-128e-instruct
   model_type: llm
@@ -187,7 +187,7 @@ models:
   provider_model_id: groq/meta-llama/llama-4-maverick-17b-128e-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
+  model_id: groq/meta-llama/Llama-4-Maverick-17B-128E-Instruct
   provider_id: groq
   provider_model_id: groq/meta-llama/llama-4-maverick-17b-128e-instruct
   model_type: llm

llama_stack/templates/starter/build.yaml

@@ -5,6 +5,8 @@ distribution_spec:
     inference:
     - remote::openai
     - remote::fireworks
+    - remote::together
+    - remote::ollama
     - remote::anthropic
     - remote::gemini
     - remote::groq

llama_stack/templates/starter/run.yaml

@@ -21,6 +21,15 @@ providers:
     config:
       url: https://api.fireworks.ai/inference/v1
       api_key: ${env.FIREWORKS_API_KEY:}
+  - provider_id: together
+    provider_type: remote::together
+    config:
+      url: https://api.together.xyz/v1
+      api_key: ${env.TOGETHER_API_KEY:}
+  - provider_id: ollama
+    provider_type: remote::ollama
+    config:
+      url: ${env.OLLAMA_URL:http://localhost:11434}
   - provider_id: anthropic
     provider_type: remote::anthropic
     config:
@@ -163,72 +172,72 @@ models:
   provider_model_id: openai/chatgpt-4o-latest
   model_type: llm
 - metadata: {}
-  model_id: gpt-3.5-turbo-0125
+  model_id: openai/gpt-3.5-turbo-0125
   provider_id: openai
   provider_model_id: gpt-3.5-turbo-0125
   model_type: llm
 - metadata: {}
-  model_id: gpt-3.5-turbo
+  model_id: openai/gpt-3.5-turbo
   provider_id: openai
   provider_model_id: gpt-3.5-turbo
   model_type: llm
 - metadata: {}
-  model_id: gpt-3.5-turbo-instruct
+  model_id: openai/gpt-3.5-turbo-instruct
   provider_id: openai
   provider_model_id: gpt-3.5-turbo-instruct
   model_type: llm
 - metadata: {}
-  model_id: gpt-4
+  model_id: openai/gpt-4
   provider_id: openai
   provider_model_id: gpt-4
   model_type: llm
 - metadata: {}
-  model_id: gpt-4-turbo
+  model_id: openai/gpt-4-turbo
   provider_id: openai
   provider_model_id: gpt-4-turbo
   model_type: llm
 - metadata: {}
-  model_id: gpt-4o
+  model_id: openai/gpt-4o
   provider_id: openai
   provider_model_id: gpt-4o
   model_type: llm
 - metadata: {}
-  model_id: gpt-4o-2024-08-06
+  model_id: openai/gpt-4o-2024-08-06
   provider_id: openai
   provider_model_id: gpt-4o-2024-08-06
   model_type: llm
 - metadata: {}
-  model_id: gpt-4o-mini
+  model_id: openai/gpt-4o-mini
   provider_id: openai
   provider_model_id: gpt-4o-mini
   model_type: llm
 - metadata: {}
-  model_id: gpt-4o-audio-preview
+  model_id: openai/gpt-4o-audio-preview
   provider_id: openai
   provider_model_id: gpt-4o-audio-preview
   model_type: llm
 - metadata: {}
-  model_id: chatgpt-4o-latest
+  model_id: openai/chatgpt-4o-latest
   provider_id: openai
   provider_model_id: chatgpt-4o-latest
   model_type: llm
 - metadata: {}
-  model_id: o1
+  model_id: openai/o1
   provider_id: openai
   provider_model_id: o1
   model_type: llm
 - metadata: {}
-  model_id: o1-mini
+  model_id: openai/o1-mini
   provider_id: openai
   provider_model_id: o1-mini
   model_type: llm
 - metadata: {}
-  model_id: o3-mini
+  model_id: openai/o3-mini
   provider_id: openai
   provider_model_id: o3-mini
   model_type: llm
 - metadata: {}
-  model_id: o4-mini
+  model_id: openai/o4-mini
   provider_id: openai
   provider_model_id: o4-mini
   model_type: llm
@@ -249,14 +258,14 @@ models:
 - metadata:
     embedding_dimension: 1536
     context_length: 8192
-  model_id: text-embedding-3-small
+  model_id: openai/text-embedding-3-small
   provider_id: openai
   provider_model_id: text-embedding-3-small
   model_type: embedding
 - metadata:
     embedding_dimension: 3072
     context_length: 8192
-  model_id: text-embedding-3-large
+  model_id: openai/text-embedding-3-large
   provider_id: openai
   provider_model_id: text-embedding-3-large
   model_type: embedding
@@ -266,7 +275,7 @@ models:
   provider_model_id: accounts/fireworks/models/llama-v3p1-8b-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.1-8B-Instruct
+  model_id: fireworks/meta-llama/Llama-3.1-8B-Instruct
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama-v3p1-8b-instruct
   model_type: llm
@@ -276,7 +285,7 @@ models:
   provider_model_id: accounts/fireworks/models/llama-v3p1-70b-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.1-70B-Instruct
+  model_id: fireworks/meta-llama/Llama-3.1-70B-Instruct
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama-v3p1-70b-instruct
   model_type: llm
@@ -286,7 +295,7 @@ models:
   provider_model_id: accounts/fireworks/models/llama-v3p1-405b-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.1-405B-Instruct-FP8
+  model_id: fireworks/meta-llama/Llama-3.1-405B-Instruct-FP8
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama-v3p1-405b-instruct
   model_type: llm
@@ -296,7 +305,7 @@ models:
   provider_model_id: accounts/fireworks/models/llama-v3p2-3b-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.2-3B-Instruct
+  model_id: fireworks/meta-llama/Llama-3.2-3B-Instruct
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama-v3p2-3b-instruct
   model_type: llm
@@ -306,7 +315,7 @@ models:
   provider_model_id: accounts/fireworks/models/llama-v3p2-11b-vision-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.2-11B-Vision-Instruct
+  model_id: fireworks/meta-llama/Llama-3.2-11B-Vision-Instruct
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama-v3p2-11b-vision-instruct
   model_type: llm
@@ -316,7 +325,7 @@ models:
   provider_model_id: accounts/fireworks/models/llama-v3p2-90b-vision-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.2-90B-Vision-Instruct
+  model_id: fireworks/meta-llama/Llama-3.2-90B-Vision-Instruct
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama-v3p2-90b-vision-instruct
   model_type: llm
@@ -326,7 +335,7 @@ models:
   provider_model_id: accounts/fireworks/models/llama-v3p3-70b-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct
+  model_id: fireworks/meta-llama/Llama-3.3-70B-Instruct
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama-v3p3-70b-instruct
   model_type: llm
@@ -336,7 +345,7 @@ models:
   provider_model_id: accounts/fireworks/models/llama-guard-3-8b
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-Guard-3-8B
+  model_id: fireworks/meta-llama/Llama-Guard-3-8B
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama-guard-3-8b
   model_type: llm
@@ -346,7 +355,7 @@ models:
   provider_model_id: accounts/fireworks/models/llama-guard-3-11b-vision
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-Guard-3-11B-Vision
+  model_id: fireworks/meta-llama/Llama-Guard-3-11B-Vision
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama-guard-3-11b-vision
   model_type: llm
@@ -356,7 +365,7 @@ models:
   provider_model_id: accounts/fireworks/models/llama4-scout-instruct-basic
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
+  model_id: fireworks/meta-llama/Llama-4-Scout-17B-16E-Instruct
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama4-scout-instruct-basic
   model_type: llm
@@ -366,17 +375,307 @@ models:
   provider_model_id: accounts/fireworks/models/llama4-maverick-instruct-basic
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
+  model_id: fireworks/meta-llama/Llama-4-Maverick-17B-128E-Instruct
   provider_id: fireworks
   provider_model_id: accounts/fireworks/models/llama4-maverick-instruct-basic
   model_type: llm
 - metadata:
     embedding_dimension: 768
     context_length: 8192
-  model_id: nomic-ai/nomic-embed-text-v1.5
+  model_id: fireworks/nomic-ai/nomic-embed-text-v1.5
   provider_id: fireworks
   provider_model_id: nomic-ai/nomic-embed-text-v1.5
   model_type: embedding
+- metadata: {}
+  model_id: together/meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo
+  provider_id: together
+  provider_model_id: meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.1-8B-Instruct
+  provider_id: together
+  provider_model_id: meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo
+  provider_id: together
+  provider_model_id: meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.1-70B-Instruct
+  provider_id: together
+  provider_model_id: meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
+  provider_id: together
+  provider_model_id: meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.1-405B-Instruct-FP8
+  provider_id: together
+  provider_model_id: meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.2-3B-Instruct-Turbo
+  provider_id: together
+  provider_model_id: meta-llama/Llama-3.2-3B-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.2-3B-Instruct
+  provider_id: together
+  provider_model_id: meta-llama/Llama-3.2-3B-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo
+  provider_id: together
+  provider_model_id: meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.2-11B-Vision-Instruct
+  provider_id: together
+  provider_model_id: meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo
+  provider_id: together
+  provider_model_id: meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.2-90B-Vision-Instruct
+  provider_id: together
+  provider_model_id: meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.3-70B-Instruct-Turbo
+  provider_id: together
+  provider_model_id: meta-llama/Llama-3.3-70B-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-3.3-70B-Instruct
+  provider_id: together
+  provider_model_id: meta-llama/Llama-3.3-70B-Instruct-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Meta-Llama-Guard-3-8B
+  provider_id: together
+  provider_model_id: meta-llama/Meta-Llama-Guard-3-8B
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-Guard-3-8B
+  provider_id: together
+  provider_model_id: meta-llama/Meta-Llama-Guard-3-8B
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-Guard-3-11B-Vision-Turbo
+  provider_id: together
+  provider_model_id: meta-llama/Llama-Guard-3-11B-Vision-Turbo
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-Guard-3-11B-Vision
+  provider_id: together
+  provider_model_id: meta-llama/Llama-Guard-3-11B-Vision-Turbo
+  model_type: llm
+- metadata:
+    embedding_dimension: 768
+    context_length: 8192
+  model_id: togethercomputer/m2-bert-80M-8k-retrieval
+  provider_id: together
+  provider_model_id: togethercomputer/m2-bert-80M-8k-retrieval
+  model_type: embedding
+- metadata:
+    embedding_dimension: 768
+    context_length: 32768
+  model_id: togethercomputer/m2-bert-80M-32k-retrieval
+  provider_id: together
+  provider_model_id: togethercomputer/m2-bert-80M-32k-retrieval
+  model_type: embedding
+- metadata: {}
+  model_id: together/meta-llama/Llama-4-Scout-17B-16E-Instruct
+  provider_id: together
+  provider_model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-4-Scout-17B-16E-Instruct
+  provider_id: together
+  provider_model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-4-Scout-17B-16E-Instruct
+  provider_id: together
+  provider_model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
+  provider_id: together
+  provider_model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-4-Maverick-17B-128E-Instruct
+  provider_id: together
+  provider_model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
+  model_type: llm
+- metadata: {}
+  model_id: together/meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
+  provider_id: together
+  provider_model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.1:8b-instruct-fp16
+  provider_id: ollama
+  provider_model_id: llama3.1:8b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/meta-llama/Llama-3.1-8B-Instruct
+  provider_id: ollama
+  provider_model_id: llama3.1:8b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.1:8b
+  provider_id: ollama
+  provider_model_id: llama3.1:8b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.1:70b-instruct-fp16
+  provider_id: ollama
+  provider_model_id: llama3.1:70b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/meta-llama/Llama-3.1-70B-Instruct
+  provider_id: ollama
+  provider_model_id: llama3.1:70b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.1:70b
+  provider_id: ollama
+  provider_model_id: llama3.1:70b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.1:405b-instruct-fp16
+  provider_id: ollama
+  provider_model_id: llama3.1:405b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/meta-llama/Llama-3.1-405B-Instruct-FP8
+  provider_id: ollama
+  provider_model_id: llama3.1:405b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.1:405b
+  provider_id: ollama
+  provider_model_id: llama3.1:405b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.2:1b-instruct-fp16
+  provider_id: ollama
+  provider_model_id: llama3.2:1b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/meta-llama/Llama-3.2-1B-Instruct
+  provider_id: ollama
+  provider_model_id: llama3.2:1b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.2:1b
+  provider_id: ollama
+  provider_model_id: llama3.2:1b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.2:3b-instruct-fp16
+  provider_id: ollama
+  provider_model_id: llama3.2:3b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/meta-llama/Llama-3.2-3B-Instruct
+  provider_id: ollama
+  provider_model_id: llama3.2:3b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.2:3b
+  provider_id: ollama
+  provider_model_id: llama3.2:3b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.2-vision:11b-instruct-fp16
+  provider_id: ollama
+  provider_model_id: llama3.2-vision:11b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/meta-llama/Llama-3.2-11B-Vision-Instruct
+  provider_id: ollama
+  provider_model_id: llama3.2-vision:11b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.2-vision:latest
+  provider_id: ollama
+  provider_model_id: llama3.2-vision:latest
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.2-vision:90b-instruct-fp16
+  provider_id: ollama
+  provider_model_id: llama3.2-vision:90b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/meta-llama/Llama-3.2-90B-Vision-Instruct
+  provider_id: ollama
+  provider_model_id: llama3.2-vision:90b-instruct-fp16
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.2-vision:90b
+  provider_id: ollama
+  provider_model_id: llama3.2-vision:90b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama3.3:70b
+  provider_id: ollama
+  provider_model_id: llama3.3:70b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/meta-llama/Llama-3.3-70B-Instruct
+  provider_id: ollama
+  provider_model_id: llama3.3:70b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama-guard3:8b
+  provider_id: ollama
+  provider_model_id: llama-guard3:8b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/meta-llama/Llama-Guard-3-8B
+  provider_id: ollama
+  provider_model_id: llama-guard3:8b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/llama-guard3:1b
+  provider_id: ollama
+  provider_model_id: llama-guard3:1b
+  model_type: llm
+- metadata: {}
+  model_id: ollama/meta-llama/Llama-Guard-3-1B
+  provider_id: ollama
+  provider_model_id: llama-guard3:1b
+  model_type: llm
+- metadata:
+    embedding_dimension: 384
+    context_length: 512
+  model_id: ollama/all-minilm:latest
+  provider_id: ollama
+  provider_model_id: all-minilm:latest
+  model_type: embedding
+- metadata:
+    embedding_dimension: 384
+    context_length: 512
+  model_id: ollama/all-minilm
+  provider_id: ollama
+  provider_model_id: all-minilm:latest
+  model_type: embedding
+- metadata:
+    embedding_dimension: 768
+    context_length: 8192
+  model_id: ollama/nomic-embed-text
+  provider_id: ollama
+  provider_model_id: nomic-embed-text
+  model_type: embedding
 - metadata: {}
   model_id: anthropic/claude-3-5-sonnet-latest
   provider_id: anthropic
@@ -436,7 +735,7 @@ models:
   provider_model_id: groq/llama3-8b-8192
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.1-8B-Instruct
+  model_id: groq/meta-llama/Llama-3.1-8B-Instruct
   provider_id: groq
   provider_model_id: groq/llama3-8b-8192
   model_type: llm
@@ -451,7 +750,7 @@ models:
   provider_model_id: groq/llama3-70b-8192
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3-70B-Instruct
+  model_id: groq/meta-llama/Llama-3-70B-Instruct
   provider_id: groq
   provider_model_id: groq/llama3-70b-8192
   model_type: llm
@@ -461,7 +760,7 @@ models:
   provider_model_id: groq/llama-3.3-70b-versatile
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct
+  model_id: groq/meta-llama/Llama-3.3-70B-Instruct
   provider_id: groq
   provider_model_id: groq/llama-3.3-70b-versatile
   model_type: llm
@@ -471,7 +770,7 @@ models:
   provider_model_id: groq/llama-3.2-3b-preview
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.2-3B-Instruct
+  model_id: groq/meta-llama/Llama-3.2-3B-Instruct
   provider_id: groq
   provider_model_id: groq/llama-3.2-3b-preview
   model_type: llm
@@ -481,7 +780,7 @@ models:
   provider_model_id: groq/llama-4-scout-17b-16e-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
+  model_id: groq/meta-llama/Llama-4-Scout-17B-16E-Instruct
   provider_id: groq
   provider_model_id: groq/llama-4-scout-17b-16e-instruct
   model_type: llm
@@ -491,7 +790,7 @@ models:
   provider_model_id: groq/meta-llama/llama-4-scout-17b-16e-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
+  model_id: groq/meta-llama/Llama-4-Scout-17B-16E-Instruct
   provider_id: groq
   provider_model_id: groq/meta-llama/llama-4-scout-17b-16e-instruct
   model_type: llm
@@ -501,7 +800,7 @@ models:
   provider_model_id: groq/llama-4-maverick-17b-128e-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
+  model_id: groq/meta-llama/Llama-4-Maverick-17B-128E-Instruct
   provider_id: groq
   provider_model_id: groq/llama-4-maverick-17b-128e-instruct
   model_type: llm
@@ -511,7 +810,7 @@ models:
   provider_model_id: groq/meta-llama/llama-4-maverick-17b-128e-instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
+  model_id: groq/meta-llama/Llama-4-Maverick-17B-128E-Instruct
   provider_id: groq
   provider_model_id: groq/meta-llama/llama-4-maverick-17b-128e-instruct
   model_type: llm
@@ -521,7 +820,7 @@ models:
   provider_model_id: sambanova/Meta-Llama-3.1-8B-Instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.1-8B-Instruct
+  model_id: sambanova/meta-llama/Llama-3.1-8B-Instruct
   provider_id: sambanova
   provider_model_id: sambanova/Meta-Llama-3.1-8B-Instruct
   model_type: llm
@@ -531,7 +830,7 @@ models:
   provider_model_id: sambanova/Meta-Llama-3.1-405B-Instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.1-405B-Instruct-FP8
+  model_id: sambanova/meta-llama/Llama-3.1-405B-Instruct-FP8
   provider_id: sambanova
   provider_model_id: sambanova/Meta-Llama-3.1-405B-Instruct
   model_type: llm
@@ -541,7 +840,7 @@ models:
   provider_model_id: sambanova/Meta-Llama-3.2-1B-Instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.2-1B-Instruct
+  model_id: sambanova/meta-llama/Llama-3.2-1B-Instruct
   provider_id: sambanova
   provider_model_id: sambanova/Meta-Llama-3.2-1B-Instruct
   model_type: llm
@@ -551,7 +850,7 @@ models:
   provider_model_id: sambanova/Meta-Llama-3.2-3B-Instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.2-3B-Instruct
+  model_id: sambanova/meta-llama/Llama-3.2-3B-Instruct
   provider_id: sambanova
   provider_model_id: sambanova/Meta-Llama-3.2-3B-Instruct
   model_type: llm
@@ -561,7 +860,7 @@ models:
   provider_model_id: sambanova/Meta-Llama-3.3-70B-Instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct
+  model_id: sambanova/meta-llama/Llama-3.3-70B-Instruct
   provider_id: sambanova
   provider_model_id: sambanova/Meta-Llama-3.3-70B-Instruct
   model_type: llm
@@ -571,7 +870,7 @@ models:
   provider_model_id: sambanova/Llama-3.2-11B-Vision-Instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.2-11B-Vision-Instruct
+  model_id: sambanova/meta-llama/Llama-3.2-11B-Vision-Instruct
   provider_id: sambanova
   provider_model_id: sambanova/Llama-3.2-11B-Vision-Instruct
   model_type: llm
@@ -581,7 +880,7 @@ models:
   provider_model_id: sambanova/Llama-3.2-90B-Vision-Instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.2-90B-Vision-Instruct
+  model_id: sambanova/meta-llama/Llama-3.2-90B-Vision-Instruct
   provider_id: sambanova
   provider_model_id: sambanova/Llama-3.2-90B-Vision-Instruct
   model_type: llm
@@ -591,7 +890,7 @@ models:
   provider_model_id: sambanova/Llama-4-Scout-17B-16E-Instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
+  model_id: sambanova/meta-llama/Llama-4-Scout-17B-16E-Instruct
   provider_id: sambanova
   provider_model_id: sambanova/Llama-4-Scout-17B-16E-Instruct
   model_type: llm
@@ -601,7 +900,7 @@ models:
   provider_model_id: sambanova/Llama-4-Maverick-17B-128E-Instruct
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
+  model_id: sambanova/meta-llama/Llama-4-Maverick-17B-128E-Instruct
   provider_id: sambanova
   provider_model_id: sambanova/Llama-4-Maverick-17B-128E-Instruct
   model_type: llm
@@ -611,7 +910,7 @@ models:
   provider_model_id: sambanova/Meta-Llama-Guard-3-8B
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-Guard-3-8B
+  model_id: sambanova/meta-llama/Llama-Guard-3-8B
   provider_id: sambanova
   provider_model_id: sambanova/Meta-Llama-Guard-3-8B
   model_type: llm

llama_stack/templates/starter/starter.py

@@ -34,6 +34,10 @@ from llama_stack.providers.remote.inference.groq.config import GroqConfig
 from llama_stack.providers.remote.inference.groq.models import (
     MODEL_ENTRIES as GROQ_MODEL_ENTRIES,
 )
+from llama_stack.providers.remote.inference.ollama.config import OllamaImplConfig
+from llama_stack.providers.remote.inference.ollama.models import (
+    MODEL_ENTRIES as OLLAMA_MODEL_ENTRIES,
+)
 from llama_stack.providers.remote.inference.openai.config import OpenAIConfig
 from llama_stack.providers.remote.inference.openai.models import (
     MODEL_ENTRIES as OPENAI_MODEL_ENTRIES,
@@ -42,6 +46,10 @@ from llama_stack.providers.remote.inference.sambanova.config import SambaNovaImp
 from llama_stack.providers.remote.inference.sambanova.models import (
     MODEL_ENTRIES as SAMBANOVA_MODEL_ENTRIES,
 )
+from llama_stack.providers.remote.inference.together.config import TogetherImplConfig
+from llama_stack.providers.remote.inference.together.models import (
+    MODEL_ENTRIES as TOGETHER_MODEL_ENTRIES,
+)
 from llama_stack.providers.remote.inference.vllm import VLLMInferenceAdapterConfig
 from llama_stack.providers.remote.vector_io.chroma.config import ChromaVectorIOConfig
 from llama_stack.providers.remote.vector_io.pgvector.config import (
@@ -69,6 +77,16 @@ def get_inference_providers() -> tuple[list[Provider], dict[str, list[ProviderMo
             FIREWORKS_MODEL_ENTRIES,
             FireworksImplConfig.sample_run_config(api_key="${env.FIREWORKS_API_KEY:}"),
         ),
+        (
+            "together",
+            TOGETHER_MODEL_ENTRIES,
+            TogetherImplConfig.sample_run_config(api_key="${env.TOGETHER_API_KEY:}"),
+        ),
+        (
+            "ollama",
+            OLLAMA_MODEL_ENTRIES,
+            OllamaImplConfig.sample_run_config(),
+        ),
         (
             "anthropic",
             ANTHROPIC_MODEL_ENTRIES,

llama_stack/templates/template.py

@@ -8,6 +8,7 @@ from pathlib import Path
 from typing import Literal
 
 import jinja2
+import rich
 import yaml
 from pydantic import BaseModel, Field
 
@@ -36,13 +37,35 @@ def get_model_registry(
     available_models: dict[str, list[ProviderModelEntry]],
 ) -> list[ModelInput]:
     models = []
+
+    # check for conflicts in model ids
+    all_ids = set()
+    ids_conflict = False
+
+    for _, entries in available_models.items():
+        for entry in entries:
+            ids = [entry.provider_model_id] + entry.aliases
+            for model_id in ids:
+                if model_id in all_ids:
+                    ids_conflict = True
+                    rich.print(
+                        f"[yellow]Model id {model_id} conflicts; all model ids will be prefixed with provider id[/yellow]"
+                    )
+                    break
+            all_ids.update(ids)
+            if ids_conflict:
+                break
+        if ids_conflict:
+            break
+
     for provider_id, entries in available_models.items():
         for entry in entries:
             ids = [entry.provider_model_id] + entry.aliases
             for model_id in ids:
+                identifier = f"{provider_id}/{model_id}" if ids_conflict and provider_id not in model_id else model_id
                 models.append(
                     ModelInput(
-                        model_id=model_id,
+                        model_id=identifier,
                         provider_model_id=entry.provider_model_id,
                         provider_id=provider_id,
                         model_type=entry.model_type,

llama_stack/templates/verification/__init__.py

@@ -1,7 +0,0 @@
-# Copyright (c) Meta Platforms, Inc. and affiliates.
-# All rights reserved.
-#
-# This source code is licensed under the terms described in the LICENSE file in
-# the root directory of this source tree.
-
-from .verification import get_distribution_template  # noqa: F401

llama_stack/templates/verification/build.yaml

@@ -1,40 +0,0 @@
-version: '2'
-distribution_spec:
-  description: Distribution for running e2e tests in CI
-  providers:
-    inference:
-    - remote::openai
-    - remote::fireworks-openai-compat
-    - remote::together-openai-compat
-    - remote::groq-openai-compat
-    - remote::sambanova-openai-compat
-    - remote::cerebras-openai-compat
-    - inline::sentence-transformers
-    vector_io:
-    - inline::sqlite-vec
-    - remote::chromadb
-    - remote::pgvector
-    safety:
-    - inline::llama-guard
-    agents:
-    - inline::meta-reference
-    telemetry:
-    - inline::meta-reference
-    eval:
-    - inline::meta-reference
-    datasetio:
-    - remote::huggingface
-    - inline::localfs
-    scoring:
-    - inline::basic
-    - inline::llm-as-judge
-    - inline::braintrust
-    tool_runtime:
-    - remote::brave-search
-    - remote::tavily-search
-    - inline::rag-runtime
-    - remote::model-context-protocol
-image_type: conda
-additional_pip_packages:
-- aiosqlite
-- sqlalchemy[asyncio]

llama_stack/templates/verification/run.yaml

@@ -1,731 +0,0 @@
-version: '2'
-image_name: verification
-apis:
-- agents
-- datasetio
-- eval
-- inference
-- safety
-- scoring
-- telemetry
-- tool_runtime
-- vector_io
-providers:
-  inference:
-  - provider_id: openai
-    provider_type: remote::openai
-    config:
-      api_key: ${env.OPENAI_API_KEY:}
-  - provider_id: fireworks-openai-compat
-    provider_type: remote::fireworks-openai-compat
-    config:
-      openai_compat_api_base: https://api.fireworks.ai/inference/v1
-      api_key: ${env.FIREWORKS_API_KEY:}
-  - provider_id: together-openai-compat
-    provider_type: remote::together-openai-compat
-    config:
-      openai_compat_api_base: https://api.together.xyz/v1
-      api_key: ${env.TOGETHER_API_KEY:}
-  - provider_id: groq-openai-compat
-    provider_type: remote::groq-openai-compat
-    config:
-      openai_compat_api_base: https://api.groq.com/openai/v1
-      api_key: ${env.GROQ_API_KEY:}
-  - provider_id: sambanova-openai-compat
-    provider_type: remote::sambanova-openai-compat
-    config:
-      openai_compat_api_base: https://api.sambanova.ai/v1
-      api_key: ${env.SAMBANOVA_API_KEY:}
-  - provider_id: cerebras-openai-compat
-    provider_type: remote::cerebras-openai-compat
-    config:
-      openai_compat_api_base: https://api.cerebras.ai/v1
-      api_key: ${env.CEREBRAS_API_KEY:}
-  - provider_id: sentence-transformers
-    provider_type: inline::sentence-transformers
-    config: {}
-  vector_io:
-  - provider_id: sqlite-vec
-    provider_type: inline::sqlite-vec
-    config:
-      db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/verification}/sqlite_vec.db
-  - provider_id: ${env.ENABLE_CHROMADB+chromadb}
-    provider_type: remote::chromadb
-    config:
-      url: ${env.CHROMADB_URL:}
-  - provider_id: ${env.ENABLE_PGVECTOR+pgvector}
-    provider_type: remote::pgvector
-    config:
-      host: ${env.PGVECTOR_HOST:localhost}
-      port: ${env.PGVECTOR_PORT:5432}
-      db: ${env.PGVECTOR_DB:}
-      user: ${env.PGVECTOR_USER:}
-      password: ${env.PGVECTOR_PASSWORD:}
-  safety:
-  - provider_id: llama-guard
-    provider_type: inline::llama-guard
-    config:
-      excluded_categories: []
-  agents:
-  - provider_id: meta-reference
-    provider_type: inline::meta-reference
-    config:
-      persistence_store:
-        type: sqlite
-        namespace: null
-        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/verification}/agents_store.db
-      responses_store:
-        type: sqlite
-        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/verification}/responses_store.db
-  telemetry:
-  - provider_id: meta-reference
-    provider_type: inline::meta-reference
-    config:
-      service_name: "${env.OTEL_SERVICE_NAME:\u200B}"
-      sinks: ${env.TELEMETRY_SINKS:console,sqlite}
-      sqlite_db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/verification}/trace_store.db
-  eval:
-  - provider_id: meta-reference
-    provider_type: inline::meta-reference
-    config:
-      kvstore:
-        type: sqlite
-        namespace: null
-        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/verification}/meta_reference_eval.db
-  datasetio:
-  - provider_id: huggingface
-    provider_type: remote::huggingface
-    config:
-      kvstore:
-        type: sqlite
-        namespace: null
-        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/verification}/huggingface_datasetio.db
-  - provider_id: localfs
-    provider_type: inline::localfs
-    config:
-      kvstore:
-        type: sqlite
-        namespace: null
-        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/verification}/localfs_datasetio.db
-  scoring:
-  - provider_id: basic
-    provider_type: inline::basic
-    config: {}
-  - provider_id: llm-as-judge
-    provider_type: inline::llm-as-judge
-    config: {}
-  - provider_id: braintrust
-    provider_type: inline::braintrust
-    config:
-      openai_api_key: ${env.OPENAI_API_KEY:}
-  tool_runtime:
-  - provider_id: brave-search
-    provider_type: remote::brave-search
-    config:
-      api_key: ${env.BRAVE_SEARCH_API_KEY:}
-      max_results: 3
-  - provider_id: tavily-search
-    provider_type: remote::tavily-search
-    config:
-      api_key: ${env.TAVILY_SEARCH_API_KEY:}
-      max_results: 3
-  - provider_id: rag-runtime
-    provider_type: inline::rag-runtime
-    config: {}
-  - provider_id: model-context-protocol
-    provider_type: remote::model-context-protocol
-    config: {}
-metadata_store:
-  type: sqlite
-  db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/verification}/registry.db
-inference_store:
-  type: sqlite
-  db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/verification}/inference_store.db
-models:
-- metadata: {}
-  model_id: openai/gpt-4o
-  provider_id: openai
-  provider_model_id: openai/gpt-4o
-  model_type: llm
-- metadata: {}
-  model_id: openai/gpt-4o-mini
-  provider_id: openai
-  provider_model_id: openai/gpt-4o-mini
-  model_type: llm
-- metadata: {}
-  model_id: openai/chatgpt-4o-latest
-  provider_id: openai
-  provider_model_id: openai/chatgpt-4o-latest
-  model_type: llm
-- metadata: {}
-  model_id: gpt-3.5-turbo-0125
-  provider_id: openai
-  provider_model_id: gpt-3.5-turbo-0125
-  model_type: llm
-- metadata: {}
-  model_id: gpt-3.5-turbo
-  provider_id: openai
-  provider_model_id: gpt-3.5-turbo
-  model_type: llm
-- metadata: {}
-  model_id: gpt-3.5-turbo-instruct
-  provider_id: openai
-  provider_model_id: gpt-3.5-turbo-instruct
-  model_type: llm
-- metadata: {}
-  model_id: gpt-4
-  provider_id: openai
-  provider_model_id: gpt-4
-  model_type: llm
-- metadata: {}
-  model_id: gpt-4-turbo
-  provider_id: openai
-  provider_model_id: gpt-4-turbo
-  model_type: llm
-- metadata: {}
-  model_id: gpt-4o
-  provider_id: openai
-  provider_model_id: gpt-4o
-  model_type: llm
-- metadata: {}
-  model_id: gpt-4o-2024-08-06
-  provider_id: openai
-  provider_model_id: gpt-4o-2024-08-06
-  model_type: llm
-- metadata: {}
-  model_id: gpt-4o-mini
-  provider_id: openai
-  provider_model_id: gpt-4o-mini
-  model_type: llm
-- metadata: {}
-  model_id: gpt-4o-audio-preview
-  provider_id: openai
-  provider_model_id: gpt-4o-audio-preview
-  model_type: llm
-- metadata: {}
-  model_id: chatgpt-4o-latest
-  provider_id: openai
-  provider_model_id: chatgpt-4o-latest
-  model_type: llm
-- metadata: {}
-  model_id: o1
-  provider_id: openai
-  provider_model_id: o1
-  model_type: llm
-- metadata: {}
-  model_id: o1-mini
-  provider_id: openai
-  provider_model_id: o1-mini
-  model_type: llm
-- metadata: {}
-  model_id: o3-mini
-  provider_id: openai
-  provider_model_id: o3-mini
-  model_type: llm
-- metadata: {}
-  model_id: o4-mini
-  provider_id: openai
-  provider_model_id: o4-mini
-  model_type: llm
-- metadata:
-    embedding_dimension: 1536
-    context_length: 8192
-  model_id: openai/text-embedding-3-small
-  provider_id: openai
-  provider_model_id: openai/text-embedding-3-small
-  model_type: embedding
-- metadata:
-    embedding_dimension: 3072
-    context_length: 8192
-  model_id: openai/text-embedding-3-large
-  provider_id: openai
-  provider_model_id: openai/text-embedding-3-large
-  model_type: embedding
-- metadata:
-    embedding_dimension: 1536
-    context_length: 8192
-  model_id: text-embedding-3-small
-  provider_id: openai
-  provider_model_id: text-embedding-3-small
-  model_type: embedding
-- metadata:
-    embedding_dimension: 3072
-    context_length: 8192
-  model_id: text-embedding-3-large
-  provider_id: openai
-  provider_model_id: text-embedding-3-large
-  model_type: embedding
-- metadata: {}
-  model_id: accounts/fireworks/models/llama-v3p1-8b-instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p1-8b-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-8B-Instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p1-8b-instruct
-  model_type: llm
-- metadata: {}
-  model_id: accounts/fireworks/models/llama-v3p1-70b-instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p1-70b-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-70B-Instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p1-70b-instruct
-  model_type: llm
-- metadata: {}
-  model_id: accounts/fireworks/models/llama-v3p1-405b-instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p1-405b-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-405B-Instruct-FP8
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p1-405b-instruct
-  model_type: llm
-- metadata: {}
-  model_id: accounts/fireworks/models/llama-v3p2-3b-instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p2-3b-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-3B-Instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p2-3b-instruct
-  model_type: llm
-- metadata: {}
-  model_id: accounts/fireworks/models/llama-v3p2-11b-vision-instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p2-11b-vision-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-11B-Vision-Instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p2-11b-vision-instruct
-  model_type: llm
-- metadata: {}
-  model_id: accounts/fireworks/models/llama-v3p2-90b-vision-instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p2-90b-vision-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-90B-Vision-Instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p2-90b-vision-instruct
-  model_type: llm
-- metadata: {}
-  model_id: accounts/fireworks/models/llama-v3p3-70b-instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p3-70b-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-v3p3-70b-instruct
-  model_type: llm
-- metadata: {}
-  model_id: accounts/fireworks/models/llama-guard-3-8b
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-guard-3-8b
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-Guard-3-8B
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-guard-3-8b
-  model_type: llm
-- metadata: {}
-  model_id: accounts/fireworks/models/llama-guard-3-11b-vision
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-guard-3-11b-vision
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-Guard-3-11B-Vision
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama-guard-3-11b-vision
-  model_type: llm
-- metadata: {}
-  model_id: accounts/fireworks/models/llama4-scout-instruct-basic
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama4-scout-instruct-basic
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama4-scout-instruct-basic
-  model_type: llm
-- metadata: {}
-  model_id: accounts/fireworks/models/llama4-maverick-instruct-basic
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama4-maverick-instruct-basic
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
-  provider_id: fireworks-openai-compat
-  provider_model_id: accounts/fireworks/models/llama4-maverick-instruct-basic
-  model_type: llm
-- metadata:
-    embedding_dimension: 768
-    context_length: 8192
-  model_id: nomic-ai/nomic-embed-text-v1.5
-  provider_id: fireworks-openai-compat
-  provider_model_id: nomic-ai/nomic-embed-text-v1.5
-  model_type: embedding
-- metadata: {}
-  model_id: meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-8B-Instruct
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-70B-Instruct
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Meta-Llama-3.1-70B-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-405B-Instruct-FP8
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-3B-Instruct-Turbo
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-3.2-3B-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-3B-Instruct
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-3.2-3B-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-11B-Vision-Instruct
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-3.2-11B-Vision-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-90B-Vision-Instruct
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-3.2-90B-Vision-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct-Turbo
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-3.3-70B-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-3.3-70B-Instruct-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Meta-Llama-Guard-3-8B
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Meta-Llama-Guard-3-8B
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-Guard-3-8B
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Meta-Llama-Guard-3-8B
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-Guard-3-11B-Vision-Turbo
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-Guard-3-11B-Vision-Turbo
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-Guard-3-11B-Vision
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-Guard-3-11B-Vision-Turbo
-  model_type: llm
-- metadata:
-    embedding_dimension: 768
-    context_length: 8192
-  model_id: togethercomputer/m2-bert-80M-8k-retrieval
-  provider_id: together-openai-compat
-  provider_model_id: togethercomputer/m2-bert-80M-8k-retrieval
-  model_type: embedding
-- metadata:
-    embedding_dimension: 768
-    context_length: 32768
-  model_id: togethercomputer/m2-bert-80M-32k-retrieval
-  provider_id: together-openai-compat
-  provider_model_id: togethercomputer/m2-bert-80M-32k-retrieval
-  model_type: embedding
-- metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: together/meta-llama/Llama-4-Scout-17B-16E-Instruct
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
-  model_type: llm
-- metadata: {}
-  model_id: together/meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
-  provider_id: together-openai-compat
-  provider_model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
-  model_type: llm
-- metadata: {}
-  model_id: groq/llama3-8b-8192
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama3-8b-8192
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-8B-Instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama3-8b-8192
-  model_type: llm
-- metadata: {}
-  model_id: groq/llama-3.1-8b-instant
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama-3.1-8b-instant
-  model_type: llm
-- metadata: {}
-  model_id: groq/llama3-70b-8192
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama3-70b-8192
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3-70B-Instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama3-70b-8192
-  model_type: llm
-- metadata: {}
-  model_id: groq/llama-3.3-70b-versatile
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama-3.3-70b-versatile
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama-3.3-70b-versatile
-  model_type: llm
-- metadata: {}
-  model_id: groq/llama-3.2-3b-preview
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama-3.2-3b-preview
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-3B-Instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama-3.2-3b-preview
-  model_type: llm
-- metadata: {}
-  model_id: groq/llama-4-scout-17b-16e-instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama-4-scout-17b-16e-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama-4-scout-17b-16e-instruct
-  model_type: llm
-- metadata: {}
-  model_id: groq/meta-llama/llama-4-scout-17b-16e-instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/meta-llama/llama-4-scout-17b-16e-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/meta-llama/llama-4-scout-17b-16e-instruct
-  model_type: llm
-- metadata: {}
-  model_id: groq/llama-4-maverick-17b-128e-instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama-4-maverick-17b-128e-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/llama-4-maverick-17b-128e-instruct
-  model_type: llm
-- metadata: {}
-  model_id: groq/meta-llama/llama-4-maverick-17b-128e-instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/meta-llama/llama-4-maverick-17b-128e-instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
-  provider_id: groq-openai-compat
-  provider_model_id: groq/meta-llama/llama-4-maverick-17b-128e-instruct
-  model_type: llm
-- metadata: {}
-  model_id: sambanova/Meta-Llama-3.1-8B-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-3.1-8B-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-8B-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-3.1-8B-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: sambanova/Meta-Llama-3.1-405B-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-3.1-405B-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-405B-Instruct-FP8
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-3.1-405B-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: sambanova/Meta-Llama-3.2-1B-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-3.2-1B-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-1B-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-3.2-1B-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: sambanova/Meta-Llama-3.2-3B-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-3.2-3B-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-3B-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-3.2-3B-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: sambanova/Meta-Llama-3.3-70B-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-3.3-70B-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-3.3-70B-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: sambanova/Llama-3.2-11B-Vision-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Llama-3.2-11B-Vision-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-11B-Vision-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Llama-3.2-11B-Vision-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: sambanova/Llama-3.2-90B-Vision-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Llama-3.2-90B-Vision-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.2-90B-Vision-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Llama-3.2-90B-Vision-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: sambanova/Llama-4-Scout-17B-16E-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Llama-4-Scout-17B-16E-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Scout-17B-16E-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Llama-4-Scout-17B-16E-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: sambanova/Llama-4-Maverick-17B-128E-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Llama-4-Maverick-17B-128E-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-4-Maverick-17B-128E-Instruct
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Llama-4-Maverick-17B-128E-Instruct
-  model_type: llm
-- metadata: {}
-  model_id: sambanova/Meta-Llama-Guard-3-8B
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-Guard-3-8B
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-Guard-3-8B
-  provider_id: sambanova-openai-compat
-  provider_model_id: sambanova/Meta-Llama-Guard-3-8B
-  model_type: llm
-- metadata: {}
-  model_id: llama3.1-8b
-  provider_id: cerebras-openai-compat
-  provider_model_id: llama3.1-8b
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-8B-Instruct
-  provider_id: cerebras-openai-compat
-  provider_model_id: llama3.1-8b
-  model_type: llm
-- metadata: {}
-  model_id: llama-3.3-70b
-  provider_id: cerebras-openai-compat
-  provider_model_id: llama-3.3-70b
-  model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct
-  provider_id: cerebras-openai-compat
-  provider_model_id: llama-3.3-70b
-  model_type: llm
-- metadata:
-    embedding_dimension: 384
-  model_id: all-MiniLM-L6-v2
-  provider_id: sentence-transformers
-  model_type: embedding
-shields:
-- shield_id: meta-llama/Llama-Guard-3-8B
-vector_dbs: []
-datasets: []
-scoring_fns: []
-benchmarks: []
-tool_groups:
-- toolgroup_id: builtin::websearch
-  provider_id: tavily-search
-- toolgroup_id: builtin::rag
-  provider_id: rag-runtime
-server:
-  port: 8321

llama_stack/templates/verification/verification.py

@@ -1,201 +0,0 @@
-# Copyright (c) Meta Platforms, Inc. and affiliates.
-# All rights reserved.
-#
-# This source code is licensed under the terms described in the LICENSE file in
-# the root directory of this source tree.
-
-
-from llama_stack.apis.models.models import ModelType
-from llama_stack.distribution.datatypes import (
-    ModelInput,
-    Provider,
-    ShieldInput,
-    ToolGroupInput,
-)
-from llama_stack.providers.inline.inference.sentence_transformers import (
-    SentenceTransformersInferenceConfig,
-)
-from llama_stack.providers.inline.vector_io.sqlite_vec.config import (
-    SQLiteVectorIOConfig,
-)
-from llama_stack.providers.remote.inference.cerebras.models import MODEL_ENTRIES as CEREBRAS_MODEL_ENTRIES
-from llama_stack.providers.remote.inference.cerebras_openai_compat.config import CerebrasCompatConfig
-from llama_stack.providers.remote.inference.fireworks.models import (
-    MODEL_ENTRIES as FIREWORKS_MODEL_ENTRIES,
-)
-from llama_stack.providers.remote.inference.fireworks_openai_compat.config import FireworksCompatConfig
-from llama_stack.providers.remote.inference.groq.models import (
-    MODEL_ENTRIES as GROQ_MODEL_ENTRIES,
-)
-from llama_stack.providers.remote.inference.groq_openai_compat.config import GroqCompatConfig
-from llama_stack.providers.remote.inference.openai.config import OpenAIConfig
-from llama_stack.providers.remote.inference.openai.models import (
-    MODEL_ENTRIES as OPENAI_MODEL_ENTRIES,
-)
-from llama_stack.providers.remote.inference.sambanova.models import MODEL_ENTRIES as SAMBANOVA_MODEL_ENTRIES
-from llama_stack.providers.remote.inference.sambanova_openai_compat.config import SambaNovaCompatConfig
-from llama_stack.providers.remote.inference.together.models import (
-    MODEL_ENTRIES as TOGETHER_MODEL_ENTRIES,
-)
-from llama_stack.providers.remote.inference.together_openai_compat.config import TogetherCompatConfig
-from llama_stack.providers.remote.vector_io.chroma.config import ChromaVectorIOConfig
-from llama_stack.providers.remote.vector_io.pgvector.config import (
-    PGVectorVectorIOConfig,
-)
-from llama_stack.providers.utils.inference.model_registry import ProviderModelEntry
-from llama_stack.templates.template import (
-    DistributionTemplate,
-    RunConfigSettings,
-    get_model_registry,
-)
-
-
-def get_inference_providers() -> tuple[list[Provider], dict[str, list[ProviderModelEntry]]]:
-    # in this template, we allow each API key to be optional
-    providers = [
-        (
-            "openai",
-            OPENAI_MODEL_ENTRIES,
-            OpenAIConfig.sample_run_config(api_key="${env.OPENAI_API_KEY:}"),
-        ),
-        (
-            "fireworks-openai-compat",
-            FIREWORKS_MODEL_ENTRIES,
-            FireworksCompatConfig.sample_run_config(api_key="${env.FIREWORKS_API_KEY:}"),
-        ),
-        (
-            "together-openai-compat",
-            TOGETHER_MODEL_ENTRIES,
-            TogetherCompatConfig.sample_run_config(api_key="${env.TOGETHER_API_KEY:}"),
-        ),
-        (
-            "groq-openai-compat",
-            GROQ_MODEL_ENTRIES,
-            GroqCompatConfig.sample_run_config(api_key="${env.GROQ_API_KEY:}"),
-        ),
-        (
-            "sambanova-openai-compat",
-            SAMBANOVA_MODEL_ENTRIES,
-            SambaNovaCompatConfig.sample_run_config(api_key="${env.SAMBANOVA_API_KEY:}"),
-        ),
-        (
-            "cerebras-openai-compat",
-            CEREBRAS_MODEL_ENTRIES,
-            CerebrasCompatConfig.sample_run_config(api_key="${env.CEREBRAS_API_KEY:}"),
-        ),
-    ]
-    inference_providers = []
-    available_models = {}
-    for provider_id, model_entries, config in providers:
-        inference_providers.append(
-            Provider(
-                provider_id=provider_id,
-                provider_type=f"remote::{provider_id}",
-                config=config,
-            )
-        )
-        available_models[provider_id] = model_entries
-    return inference_providers, available_models
-
-
-def get_distribution_template() -> DistributionTemplate:
-    inference_providers, available_models = get_inference_providers()
-    providers = {
-        "inference": ([p.provider_type for p in inference_providers] + ["inline::sentence-transformers"]),
-        "vector_io": ["inline::sqlite-vec", "remote::chromadb", "remote::pgvector"],
-        "safety": ["inline::llama-guard"],
-        "agents": ["inline::meta-reference"],
-        "telemetry": ["inline::meta-reference"],
-        "eval": ["inline::meta-reference"],
-        "datasetio": ["remote::huggingface", "inline::localfs"],
-        "scoring": ["inline::basic", "inline::llm-as-judge", "inline::braintrust"],
-        "tool_runtime": [
-            "remote::brave-search",
-            "remote::tavily-search",
-            "inline::rag-runtime",
-            "remote::model-context-protocol",
-        ],
-    }
-    name = "verification"
-
-    vector_io_providers = [
-        Provider(
-            provider_id="sqlite-vec",
-            provider_type="inline::sqlite-vec",
-            config=SQLiteVectorIOConfig.sample_run_config(f"~/.llama/distributions/{name}"),
-        ),
-        Provider(
-            provider_id="${env.ENABLE_CHROMADB+chromadb}",
-            provider_type="remote::chromadb",
-            config=ChromaVectorIOConfig.sample_run_config(url="${env.CHROMADB_URL:}"),
-        ),
-        Provider(
-            provider_id="${env.ENABLE_PGVECTOR+pgvector}",
-            provider_type="remote::pgvector",
-            config=PGVectorVectorIOConfig.sample_run_config(
-                db="${env.PGVECTOR_DB:}",
-                user="${env.PGVECTOR_USER:}",
-                password="${env.PGVECTOR_PASSWORD:}",
-            ),
-        ),
-    ]
-    embedding_provider = Provider(
-        provider_id="sentence-transformers",
-        provider_type="inline::sentence-transformers",
-        config=SentenceTransformersInferenceConfig.sample_run_config(),
-    )
-
-    default_tool_groups = [
-        ToolGroupInput(
-            toolgroup_id="builtin::websearch",
-            provider_id="tavily-search",
-        ),
-        ToolGroupInput(
-            toolgroup_id="builtin::rag",
-            provider_id="rag-runtime",
-        ),
-    ]
-    embedding_model = ModelInput(
-        model_id="all-MiniLM-L6-v2",
-        provider_id=embedding_provider.provider_id,
-        model_type=ModelType.embedding,
-        metadata={
-            "embedding_dimension": 384,
-        },
-    )
-
-    default_models = get_model_registry(available_models)
-    return DistributionTemplate(
-        name=name,
-        distro_type="self_hosted",
-        description="Distribution for running e2e tests in CI",
-        container_image=None,
-        template_path=None,
-        providers=providers,
-        available_models_by_provider=available_models,
-        run_configs={
-            "run.yaml": RunConfigSettings(
-                provider_overrides={
-                    "inference": inference_providers + [embedding_provider],
-                    "vector_io": vector_io_providers,
-                },
-                default_models=default_models + [embedding_model],
-                default_tool_groups=default_tool_groups,
-                default_shields=[ShieldInput(shield_id="meta-llama/Llama-Guard-3-8B")],
-            ),
-        },
-        run_config_env_vars={
-            "LLAMA_STACK_PORT": (
-                "8321",
-                "Port for the Llama Stack distribution server",
-            ),
-            "FIREWORKS_API_KEY": (
-                "",
-                "Fireworks API Key",
-            ),
-            "OPENAI_API_KEY": (
-                "",
-                "OpenAI API Key",
-            ),
-        },
-    )