temp commit

distributions/dependencies.json

@@ -453,6 +453,40 @@
     "transformers",
     "uvicorn"
   ],
+  "open-benchmark": [
+    "aiosqlite",
+    "autoevals",
+    "blobfile",
+    "chardet",
+    "chromadb-client",
+    "datasets",
+    "fastapi",
+    "fire",
+    "httpx",
+    "litellm",
+    "matplotlib",
+    "mcp",
+    "nltk",
+    "numpy",
+    "openai",
+    "opentelemetry-exporter-otlp-proto-http",
+    "opentelemetry-sdk",
+    "pandas",
+    "pillow",
+    "psycopg2-binary",
+    "pymongo",
+    "pypdf",
+    "redis",
+    "requests",
+    "scikit-learn",
+    "scipy",
+    "sentencepiece",
+    "sqlite-vec",
+    "together",
+    "tqdm",
+    "transformers",
+    "uvicorn"
+  ],
   "remote-vllm": [
     "aiosqlite",
     "autoevals",

llama_stack/providers/remote/inference/together/config.py

@@ -26,5 +26,5 @@ class TogetherImplConfig(BaseModel):
     def sample_run_config(cls, **kwargs) -> Dict[str, Any]:
         return {
             "url": "https://api.together.xyz/v1",
-            "api_key": "${env.TOGETHER_API_KEY}",
+            "api_key": "${env.TOGETHER_API_KEY:}",
         }

llama_stack/templates/open-benchmark/__init__.py

@@ -0,0 +1,7 @@
+# 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 .open_benchmark import get_distribution_template  # noqa: F401

llama_stack/templates/open-benchmark/open_benchmark.py

@@ -36,7 +36,7 @@ def get_inference_providers() -> Tuple[List[Provider], List[ModelInput]]:
             "openai",
             [
                 ProviderModelEntry(
-                    provider_model_id="penai/gpt-4o",
+                    provider_model_id="openai/gpt-4o",
                     model_type=ModelType.llm,
                 )
             ],
@@ -62,26 +62,6 @@ def get_inference_providers() -> Tuple[List[Provider], List[ModelInput]]:
             ],
             GeminiConfig.sample_run_config(api_key="${env.GEMINI_API_KEY:}"),
         ),
-        (
-            "groq",
-            [
-                ProviderModelEntry(
-                    provider_model_id="groq/llama-3.3-70b-versatile",
-                    model_type=ModelType.llm,
-                )
-            ],
-            GroqConfig.sample_run_config(api_key="${env.GROQ_API_KEY:}"),
-        ),
-        (
-            "together",
-            [
-                ProviderModelEntry(
-                    provider_model_id="meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo",
-                    model_type=ModelType.llm,
-                )
-            ],
-            TogetherImplConfig.sample_run_config(api_key="${env.TOGETHER_API_KEY:}"),
-        ),
     ]
     inference_providers = []
     available_models = {}
@@ -243,7 +223,7 @@ def get_distribution_template() -> DistributionTemplate:
     return DistributionTemplate(
         name=name,
         distro_type="self_hosted",
-        description="Distribution for running e2e tests in CI",
+        description="Distribution for running open benchmarks",
         container_image=None,
         template_path=None,
         providers=providers,
@@ -266,13 +246,25 @@ def get_distribution_template() -> DistributionTemplate:
                 "5001",
                 "Port for the Llama Stack distribution server",
             ),
-            "FIREWORKS_API_KEY": (
+            "TOGETHER_API_KEY": (
                 "",
-                "Fireworks API Key",
+                "Together API Key",
             ),
             "OPENAI_API_KEY": (
                 "",
                 "OpenAI API Key",
             ),
+            "GEMINI_API_KEY": (
+                "",
+                "Gemini API Key",
+            ),
+            "ANTHROPIC_API_KEY": (
+                "",
+                "Anthropic API Key",
+            ),
+            "GROQ_API_KEY": (
+                "",
+                "Groq API Key",
+            ),
         },
     )

llama_stack/templates/open-benchmark/run.yaml

@@ -38,7 +38,7 @@ providers:
   - provider_id: sqlite-vec
     provider_type: inline::sqlite-vec
     config:
-      db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/dev}/sqlite_vec.db
+      db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/open-benchmark}/sqlite_vec.db
   - provider_id: ${env.ENABLE_CHROMADB+chromadb}
     provider_type: remote::chromadb
     config:
@@ -62,14 +62,14 @@ providers:
       persistence_store:
         type: sqlite
         namespace: null
-        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/dev}/agents_store.db
+        db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/open-benchmark}/agents_store.db
   telemetry:
   - provider_id: meta-reference
     provider_type: inline::meta-reference
     config:
       service_name: ${env.OTEL_SERVICE_NAME:llama-stack}
       sinks: ${env.TELEMETRY_SINKS:console,sqlite}
-      sqlite_db_path: ${env.SQLITE_DB_PATH:~/.llama/distributions/dev/trace_store.db}
+      sqlite_db_path: ${env.SQLITE_DB_PATH:~/.llama/distributions/open-benchmark/trace_store.db}
   eval:
   - provider_id: meta-reference
     provider_type: inline::meta-reference
@@ -114,18 +114,13 @@ providers:
     config: {}
 metadata_store:
   type: sqlite
-  db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/dev}/registry.db
+  db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/open-benchmark}/registry.db
 models:
 - metadata: {}
   model_id: openai/gpt-4o
   provider_id: openai
   provider_model_id: openai/gpt-4o
   model_type: llm
-- metadata: {}
-  model_id: meta-llama/Llama-3.1-405B-Instruct
-  provider_id: together
-  provider_model_id: meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
-  model_type: llm
 - metadata: {}
   model_id: anthropic/claude-3-5-sonnet-latest
   provider_id: anthropic
@@ -137,88 +132,100 @@ models:
   provider_model_id: gemini/gemini-1.5-flash
   model_type: llm
 - metadata: {}
-  model_id: meta-llama/Llama-3.3-70B-Instruct
+  model_id: groq/llama-3.3-70b-versatile
   provider_id: groq
   provider_model_id: groq/llama-3.3-70b-versatile
   model_type: llm
+- metadata: {}
+  model_id: 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
 shields:
 - shield_id: meta-llama/Llama-Guard-3-8B
 vector_dbs: []
 datasets:
-  - dataset_id: simpleqa
-    provider_id: huggingface
-    url:
-      uri: https://huggingface.co/datasets/llamastack/simpleqa
-    metadata:
-      path: llamastack/simpleqa
-      name:
-      split: train
-    dataset_schema:
+- dataset_schema:
     input_query:
       type: string
     expected_answer:
       type: string
     chat_completion_input:
       type: string
-  - dataset_id: mmlu_cot
+  url:
+    uri: https://huggingface.co/datasets/llamastack/simpleqa
+  metadata:
+    path: llamastack/simpleqa
+    name: null
+    split: train
+  dataset_id: simpleqa
   provider_id: huggingface
+- dataset_schema:
+    input_query:
+      type: string
+    expected_answer:
+      type: string
+    chat_completion_input:
+      type: string
   url:
     uri: https://huggingface.co/datasets/llamastack/mmlu_cot
   metadata:
     path: llamastack/mmlu_cot
     name: all
     split: test
-    dataset_schema:
+  dataset_id: mmlu_cot
+  provider_id: huggingface
+- dataset_schema:
     input_query:
       type: string
     expected_answer:
       type: string
     chat_completion_input:
       type: string
-  - dataset_id: gpqa_cot
-    provider_id: huggingface
   url:
     uri: https://huggingface.co/datasets/llamastack/gpqa_0shot_cot
   metadata:
     path: llamastack/gpqa_0shot_cot
-      name: gpqa_main
+    name: main
     split: train
-    dataset_schema:
+  dataset_id: gpqa_cot
+  provider_id: huggingface
+- dataset_schema:
     input_query:
       type: string
     expected_answer:
       type: string
     chat_completion_input:
       type: string
-  - dataset_id: math_500
-    provider_id: huggingface
   url:
     uri: https://huggingface.co/datasets/llamastack/math_500
   metadata:
     path: llamastack/math_500
-      name:
     split: test
-    dataset_schema:
-      input_query:
-        type: string
-      expected_answer:
-        type: string
-      chat_completion_input:
-        type: string
+  dataset_id: math_500
+  provider_id: huggingface
 scoring_fns: []
 benchmarks:
-  - benchmark_id: meta-reference-simpleqa
-    dataset_id: simpleqa
-    scoring_functions: ["llm-as-judge::405b-simpleqa"]
-  - benchmark_id: meta-reference-mmlu-cot
-    dataset_id: mmlu_cot
-    scoring_functions: ["basic::regex_parser_multiple_choice_answer"]
-  - benchmark_id: meta-reference-gpqa-cot
-    dataset_id: gpqa_cot
-    scoring_functions: ["basic::regex_parser_multiple_choice_answer"]
-  - benchmark_id: meta-reference-math-500
-    dataset_id: math_500
-    scoring_functions: ["basic::regex_parser_math_response"]
+- dataset_id: simpleqa
+  scoring_functions:
+  - llm-as-judge::405b-simpleqa
+  metadata: {}
+  benchmark_id: meta-reference-simpleqa
+- dataset_id: mmlu_cot
+  scoring_functions:
+  - basic::regex_parser_multiple_choice_answer
+  metadata: {}
+  benchmark_id: meta-reference-mmlu-cot
+- dataset_id: gpqa_cot
+  scoring_functions:
+  - basic::regex_parser_multiple_choice_answer
+  metadata: {}
+  benchmark_id: meta-reference-gpqa-cot
+- dataset_id: math_500
+  scoring_functions:
+  - basic::regex_parser_math_response
+  metadata: {}
+  benchmark_id: meta-reference-math-500
 tool_groups:
 - toolgroup_id: builtin::websearch
   provider_id: tavily-search

llama_stack/templates/together/run-with-safety.yaml

@@ -16,7 +16,7 @@ providers:
     provider_type: remote::together
     config:
       url: https://api.together.xyz/v1
-      api_key: ${env.TOGETHER_API_KEY}
+      api_key: ${env.TOGETHER_API_KEY:}
   - provider_id: sentence-transformers
     provider_type: inline::sentence-transformers
     config: {}

llama_stack/templates/together/run.yaml

@@ -16,7 +16,7 @@ providers:
     provider_type: remote::together
     config:
       url: https://api.together.xyz/v1
-      api_key: ${env.TOGETHER_API_KEY}
+      api_key: ${env.TOGETHER_API_KEY:}
   - provider_id: sentence-transformers
     provider_type: inline::sentence-transformers
     config: {}