version: 2 image_name: open-benchmark 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: anthropic provider_type: remote::anthropic config: api_key: ${env.ANTHROPIC_API_KEY:} - provider_id: gemini provider_type: remote::gemini config: api_key: ${env.GEMINI_API_KEY:} - provider_id: groq provider_type: remote::groq config: url: https://api.groq.com api_key: ${env.GROQ_API_KEY:} - provider_id: together provider_type: remote::together config: url: https://api.together.xyz/v1 api_key: ${env.TOGETHER_API_KEY:+} vector_io: - provider_id: sqlite-vec provider_type: inline::sqlite-vec config: db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/open-benchmark}/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/open-benchmark}/agents_store.db responses_store: type: sqlite db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/open-benchmark}/responses_store.db telemetry: - provider_id: meta-reference provider_type: inline::meta-reference config: service_name: "${env.OTEL_SERVICE_NAME:=\u200B}" sinks: ${env.TELEMETRY_SINKS:=console,sqlite} sqlite_db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/open-benchmark}/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/open-benchmark}/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/open-benchmark}/huggingface_datasetio.db - provider_id: localfs provider_type: inline::localfs config: kvstore: type: sqlite namespace: null db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/open-benchmark}/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/open-benchmark}/registry.db inference_store: type: sqlite db_path: ${env.SQLITE_STORE_DIR:=~/.llama/distributions/open-benchmark}/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: anthropic/claude-3-5-sonnet-latest provider_id: anthropic provider_model_id: anthropic/claude-3-5-sonnet-latest model_type: llm - metadata: {} model_id: gemini/gemini-1.5-flash provider_id: gemini provider_model_id: gemini/gemini-1.5-flash model_type: llm - metadata: {} model_id: meta-llama/Llama-3.3-70B-Instruct provider_id: groq provider_model_id: groq/llama-3.3-70b-versatile 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 shields: - shield_id: meta-llama/Llama-Guard-3-8B vector_dbs: [] datasets: - purpose: eval/messages-answer source: type: uri uri: huggingface://datasets/llamastack/simpleqa?split=train metadata: {} dataset_id: simpleqa - purpose: eval/messages-answer source: type: uri uri: huggingface://datasets/llamastack/mmlu_cot?split=test&name=all metadata: {} dataset_id: mmlu_cot - purpose: eval/messages-answer source: type: uri uri: huggingface://datasets/llamastack/gpqa_0shot_cot?split=test&name=gpqa_main metadata: {} dataset_id: gpqa_cot - purpose: eval/messages-answer source: type: uri uri: huggingface://datasets/llamastack/math_500?split=test metadata: {} dataset_id: math_500 - purpose: eval/messages-answer source: type: uri uri: huggingface://datasets/llamastack/bfcl_v3?split=train metadata: {} dataset_id: bfcl - purpose: eval/messages-answer source: type: uri uri: huggingface://datasets/llamastack/IfEval?split=train metadata: {} dataset_id: ifeval - purpose: eval/messages-answer source: type: uri uri: huggingface://datasets/llamastack/docvqa?split=val metadata: {} dataset_id: docvqa scoring_fns: [] benchmarks: - 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 - dataset_id: bfcl scoring_functions: - basic::bfcl metadata: {} benchmark_id: meta-reference-bfcl - dataset_id: ifeval scoring_functions: - basic::ifeval metadata: {} benchmark_id: meta-reference-ifeval - dataset_id: docvqa scoring_functions: - basic::docvqa metadata: {} benchmark_id: meta-reference-docvqa tool_groups: - toolgroup_id: builtin::websearch provider_id: tavily-search - toolgroup_id: builtin::rag provider_id: rag-runtime server: port: 8321