468 lines
23 KiB
YAML
468 lines
23 KiB
YAML
inventory_id: inventory-agent
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schema_version: 1
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last_updated_at: "2026-08-02"
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scope:
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type: shared_agent_host_profiles
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description: Agent-specific host configuration, observed defaults, and environment-scoped status. Node, provider, endpoint, workspace, and SSH details remain in the referenced environment inventory.
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policy:
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secret_values_tracked: false
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host_connection_values_owned_by: environment_inventory
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provider_runtime_source_of_truth: environment_inventory
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agent_provider_compatibility_observations: allowed
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node_reference_policy: reference_only
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source_inventories:
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common: agent-test/inventory.yaml
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dev: agent-test/inventory-dev.yaml
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dev-corp: agent-test/inventory-dev-corp.yaml
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environments:
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dev:
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source_inventory: agent-test/inventory-dev.yaml
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agents:
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claude:
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status: not_configured
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note: No Claude host profile is recorded in the dev inventory.
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codex:
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status: node_reference_only
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node_ref: mac-codex-node
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note: The CLI adapter and MLX provider runtime remain owned by the referenced dev node inventory.
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pi:
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status: configured
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host_binding: not_recorded
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observed_at: "2026-07-24"
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config_scope: host_local_pi_agent
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config_dir: /config/.pi/agent
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current_default_provider: iop
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current_default_model: laguna-s:2.1
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current_default_thinking_level: high
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current_default_api: openai-completions
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current_default_base_url: http://toki-labs.com:18083/v1
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current_default_auth_header: true
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sampling_policy:
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explicit_parameters: false
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source: dev_laguna_provider_defaults
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provider_default:
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temperature: 0.7
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top_p: 0.95
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top_k: 20
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omitted_fields:
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- temperature
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- top_p
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- top_k
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- repeat_penalty
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note: Pi omits these fields and the selected GX10 Laguna provider applies the model baseline.
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api_key_value_tracked: false
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endpoint_policy: current default Pi route is IOP Edge provider iop with model laguna-s:2.1. Pi does not bypass Edge to the GX10 vLLM endpoint.
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local_pi_providers_at_observation:
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- iop
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direct_providers_removed_at_observation:
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- iop-gemma
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- ornith-direct
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- ornith-lemonade
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iop_provider_models_at_observation:
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- qwen3.6:35b
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- ornith:35b
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- ornith-fast
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- laguna-s:2.1
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pi_model_parameters:
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provider: iop
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model_id: laguna-s:2.1
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display_name: IOP Poolside Laguna S 2.1
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api: openai-completions
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context_window: 262144
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max_tokens: 65536
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reasoning: true
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thinking_level: high
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thinking_format: chat-template
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enable_thinking_source: thinking.enabled
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preserve_thinking: true
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current_laguna_parameter_alignment:
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model_alias: laguna-s:2.1
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pi_context_window: 262144
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edge_context_window: 262144
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pi_max_tokens: 65536
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edge_default_max_tokens: 65536
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pi_output_budget_within_edge_limit: true
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edge_model_group_registered: true
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edge_group_min_max_tokens: 0
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gx10_edge_capacity: 4
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gx10_long_context_capacity: 1
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reasoning_parser: poolside_v1
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tool_call_parser: poolside_v1
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quantization: nvfp4
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dflash_speculative_tokens: 7
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chat_template_container_path: /run/iop/laguna-s-2.1-thinking.jinja
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thinking_generation_prefix: "<think>\n"
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note: The active GX10 runtime uses the official Laguna S 2.1 NVFP4 checkpoint and quantization-matched DFlash NVFP4 draft. Its local chat-template override adds a newline after the generation-prefix think tag so enabled requests do not immediately emit the closing think tag.
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qwen_runtime_parameter_alignment:
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alignment_policy: Pi model parameters must be kept in sync with the Edge model catalog and each provider runtime profile. Do not optimize or debug Pi behavior from the endpoint URL alone; verify the alias-to-served-model mapping, context window, max token budget, thinking/reasoning parser, chat template kwargs, and provider capacity/sequence limits together.
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common_requirements:
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model_alias: qwen3.6:35b
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pi_context_window: 262144
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edge_context_window: 262144
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pi_max_tokens: 32768
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edge_default_max_tokens: 32768
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edge_min_max_tokens: 32768
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pi_reasoning: true
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edge_reasoning_policy: model_native_thinking
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required_template_policy: Qwen providers keep default_chat_template_kwargs.enable_thinking=true
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required_reasoning_parser: qwen3
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engine_matrix:
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previous_gx10-vllm:
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status: historical_replaced_by_laguna_s_2_1
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runtime_type: vllm
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served_model: nvidia/Qwen3.6-35B-A3B-NVFP4
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context_match: pi contextWindow 262144 maps to vLLM max_model_len 262144
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output_budget_match: pi maxTokens 32768 maps to provider default_max_tokens 32768
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thinking_match: pi reasoning=true and thinking_level=high map to reasoning_parser=qwen3 and default_chat_template_kwargs.enable_thinking=true
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concurrency_match: provider capacity 4 maps to runtime max_num_seqs 4
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tool_parser_profile: qwen3_xml
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mac-mlx-vllm:
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runtime_type: vllm-mlx
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served_model: mlx-community/Qwen3.6-35B-A3B-4bit
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context_match: pi contextWindow 262144 maps to vLLM-MLX max_request_tokens 262144 and max_kv_size 262144
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output_budget_match: pi maxTokens 32768 maps to provider default_max_tokens 32768
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thinking_match: pi reasoning=true and thinking_level=high map to reasoning_parser=qwen3 and default_chat_template_kwargs.enable_thinking=true
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concurrency_match: provider capacity 2 maps to runtime max_num_seqs 2
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tool_parser_profile: qwen
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onexplayer-lemonade:
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runtime_type: lemonade
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served_model: Qwen3.6-35B-A3B-MTP-GGUF
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current_runtime_override_2026_07_12: OneXPlayer Lemonade was switched to Ornith-1.0-35B-GGUF-llamacpp-tp1-Q5_K_M for direct Ornith validation; it is not a valid Qwen provider-pool member until Edge provider config is updated.
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context_match: Qwen should use the same Lemonade unified KV profile when re-enabled; keep total ctx_size 524288, omit -np, and pass --kv-unified to avoid the prior fixed 174848-token slot partitioning.
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output_budget_match: pi maxTokens 32768 maps to load default_max_tokens 32768
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thinking_match: pi reasoning=true and thinking_level=high uses model-native thinking; Lemonade load keeps MTP disabled and tool_choice_auto_verified=true
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concurrency_match: provider capacity remains capped at 3 for IOP admission; with unified KV, Lemonade auto slots may report 4 runtime slots, so Edge admission must remain the concurrency guard.
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tool_parser_profile: lemonade_qwen_tool_choice_auto_verified
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qwen_reenable_profile:
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status: applicable_not_reloaded_while_ornith_q5_is_active
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ctx_size: 524288
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llamacpp_args: "--spec-type none -cb -fa on -b 4096 -ub 1024 --kv-unified"
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removed_args: "-np 3"
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expected_slot_n_ctx: 262144
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expected_capacity: 3
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expected_long_context_capacity: 2
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validation_basis: Same Lemonade llama.cpp backend and current Ornith Q5 runtime validated --kv-unified with auto slots reporting n_ctx 262144; Qwen still needs smoke validation after it is reloaded.
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separation_note: These alignment rules are for the dev Qwen3.6 provider pool only. Gemma4 and DiffusionGemma use separate provider/model profiles and must not inherit Qwen parser/template/context assumptions.
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provider_passthrough:
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default: pure_passthrough
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selector: none; request model/provider capability determines passthrough vs normalized execution
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verification: Chat Completions streaming probe returned HTTP 200 through the provider tunnel with provider body preserved and no IOP response envelope injected.
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previous_qwen_provider_pool_routing:
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status: historical_gx10_and_onexplayer_no_longer_in_qwen_group
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observed_at: "2026-07-09"
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caller_shape: Pi-compatible OpenAI Chat Completions streaming requests to provider/model iop/qwen3.6:35b
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concurrent_requests: 10
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peak_total_in_flight: 9
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peak_total_queued_snapshot_units: 3
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final_recovery: in_flight_0_queued_0
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provider_peaks:
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gx10-vllm:
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runtime_type: vllm
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served_model: nvidia/Qwen3.6-35B-A3B-NVFP4
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capacity: 4
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max_in_flight: 4
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max_queued: 1
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mac-mlx-vllm:
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runtime_type: vllm-mlx
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served_model: mlx-community/Qwen3.6-35B-A3B-4bit
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capacity: 2
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max_in_flight: 2
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max_queued: 1
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onexplayer-lemonade:
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runtime_type: lemonade
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served_model: Qwen3.6-35B-A3B-MTP-GGUF
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capacity: 3
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max_in_flight: 3
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max_queued: 1
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non_default_local_provider:
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provider: iop-gemma
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status: removed_from_pi_models_json_2026_07_12
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api: openai-completions
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base_url: http://192.168.0.91:8002/v1
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served_model: nvidia/diffusiongemma-26B-A4B-it-NVFP4
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reasoning: false
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current_runtime_status: stopped_2026_07_12_endpoint_now_serves_laguna_s_2_1
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spark_laguna_direct_profile:
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observed_at: "2026-07-24"
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provider: gx10-vllm
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status: active_through_iop_edge
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family: poolside_laguna
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api: openai-completions
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base_url: http://192.168.0.91:8001/v1
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model_id: laguna-s:2.1
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display_name: Poolside Laguna S 2.1 NVFP4
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context_window: 262144
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max_tokens: 65536
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reasoning: true
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endpoint_policy: Pi connects through IOP Edge under laguna-s:2.1 and does not use the direct GX10 endpoint.
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api_key_value_tracked: false
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pi_current_default_at_observation:
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default_provider: iop
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default_model: laguna-s:2.1
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default_api: openai-completions
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default_base_url: http://toki-labs.com:18083/v1
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default_thinking_level: high
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thinking_format: chat-template
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enable_thinking_source: thinking.enabled
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preserve_thinking: true
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runtime_summary:
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host: toki@192.168.0.91
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container_name: iop-vllm-laguna-s21
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docker_image: iop-vllm-laguna-s21:v0.25.1-cu130
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docker_image_id: sha256:4eb2bb71c0ffc6ceb54dd3381030169f5e24ac1477fb1faa1ba90e57e6996331
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vllm_version: 0.25.1
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torch_version: 2.11.0+cu130
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transformers_version: 5.12.1
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compressed_tensors_version: 0.17.0
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flashinfer_python_version: 0.6.15.dev20260712
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gpu: NVIDIA GB10
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endpoint: http://192.168.0.91:8001/v1
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hf_model: poolside/Laguna-S-2.1-NVFP4
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hf_url: https://huggingface.co/poolside/Laguna-S-2.1-NVFP4
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hf_revision: 07614121b31898586430f189d27a25a0be310843
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hf_cache_snapshot_path: /models/.cache/huggingface/hub/models--poolside--Laguna-S-2.1-NVFP4/snapshots/07614121b31898586430f189d27a25a0be310843
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draft_model: poolside/Laguna-S-2.1-DFlash-NVFP4
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draft_url: https://huggingface.co/poolside/Laguna-S-2.1-DFlash-NVFP4
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draft_revision: 723794750422b3efbf3a7b3af76dffb4ba035943
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served_model_name: laguna-s:2.1
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quantization: nvfp4
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vllm_quantization_backend: compressed-tensors
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dtype: bfloat16
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max_model_len: 262144
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max_num_seqs: 4
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gpu_memory_utilization: 0.70
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enable_prefix_caching: true
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enable_chunked_prefill: true
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enable_auto_tool_choice: true
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tool_call_parser: poolside_v1
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reasoning_parser: poolside_v1
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chat_template_host_path: /home/toki/iop-gx10-vllm/laguna-s-2.1-thinking.jinja
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chat_template_container_path: /run/iop/laguna-s-2.1-thinking.jinja
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thinking_generation_prefix: "<think>\n"
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default_chat_template_kwargs:
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enable_thinking: true
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generation_config_override:
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temperature: 0.7
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top_p: 0.95
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speculative_config:
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method: dflash
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num_speculative_tokens: 7
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model: poolside/Laguna-S-2.1-DFlash-NVFP4
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attention_backend: FLASHINFER
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kv_cache_dtype: float8_e4m3fn
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available_kv_cache_memory_gib: 13.08
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gpu_kv_cache_tokens: 373711
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max_concurrency_for_262144_token_requests: 1.43
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docker_runtime:
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recreated_at: "2026-07-24"
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host_port: 8001
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container_port: 8000
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network_mode: bridge
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ipc_mode: host
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restart_policy: "no"
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bind_mounts:
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/home/toki/Data/models: /models
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/home/toki/Data/vllm/cache/laguna-s21: /root/.cache
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/home/toki/iop-gx10-vllm/laguna-s-2.1-thinking.jinja: /run/iop/laguna-s-2.1-thinking.jinja
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smoke:
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direct_models: passed
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direct_chat_completions: passed
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edge_chat_completions: passed
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pi_agentic_tool_reasoning_stream: passed
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reasoning_field: reasoning
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pi_high_result: thinking_start, thinking_delta, and thinking_end observed
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pi_off_result: no thinking event and final text observed
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simple_no_tool_reasoning_note: The previous stock generation prefix closed the think block immediately. The current local template uses a trailing newline and a simple Pi high request emits a non-empty thinking block.
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previous_spark_ornith_direct_profile:
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observed_at: "2026-07-12"
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provider: ornith-direct
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status: historical_runtime_replaced_by_laguna_s_2_1
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family: spark_ornith
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api: openai-completions
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base_url: http://192.168.0.91:8001/v1
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model_id: ornith:35b
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display_name: Ornith 1.0 35B FP8 Direct vLLM
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context_window: 262144
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max_tokens: 32768
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reasoning: true
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endpoint_policy: Historical observation only. The endpoint now serves laguna-s:2.1 through IOP Edge.
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api_key_value_tracked: false
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pi_current_default_at_observation:
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default_provider: iop
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default_model: ornith:35b
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default_api: openai-completions
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default_base_url: http://toki-labs.com:18083/v1
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qwen_parameter_alignment:
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pi_context_window: 262144
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pi_max_tokens: 32768
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context_match: matches the dev Qwen Pi contextWindow and vLLM max_model_len value
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output_budget_match: matches the dev Qwen Pi maxTokens/default_max_tokens value
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runtime_summary:
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host: toki@192.168.0.91
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container_name: iop-vllm-ornith35b-fp8
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docker_image: vllm/vllm-openai:nightly-aarch64
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docker_image_id: sha256:a720df3e84a89d7db47a3b7a0511cb5b312e203fc4956f7493df248299267a6f
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vllm_image_tag_env: vllm/vllm-openai:nightly-a346d589f5932d4234bf5bf8718f10e26d187021
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vllm_version: 0.23.1rc1.dev223+ga346d589f
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vllm_build_commit: a346d589f5932d4234bf5bf8718f10e26d187021
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vllm_build_url: https://buildkite.com/vllm/release-v2/builds/2923
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torch_version: 2.11.0+cu130
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transformers_version: 5.12.1
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compressed_tensors_version: 0.17.0
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flashinfer_python_version: 0.6.12
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cuda_version_env: 13.0.2
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gpu: NVIDIA GB10
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nvidia_driver_version: 580.126.09
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endpoint: http://192.168.0.91:8001/v1
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hf_model: deepreinforce-ai/Ornith-1.0-35B-FP8
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hf_url: https://huggingface.co/deepreinforce-ai/Ornith-1.0-35B-FP8
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hf_revision: 1ab57ce0b44950e498a88756f40ad1ed4d0f30ca
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hf_ref: main
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revision_argument: not_set_uses_repo_default_main_at_container_start
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tokenizer_revision_argument: not_set_uses_model_revision
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hf_home: /models/.cache/huggingface
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hf_cache_snapshot_path: /models/.cache/huggingface/hub/models--deepreinforce-ai--Ornith-1.0-35B-FP8/snapshots/1ab57ce0b44950e498a88756f40ad1ed4d0f30ca
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served_model_name: ornith:35b
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openai_models_root: deepreinforce-ai/Ornith-1.0-35B-FP8
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openai_models_max_model_len: 262144
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quantization: fp8
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vllm_quantization_backend: compressed-tensors
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model_type: qwen3_5_moe
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model_architecture: Qwen3_5MoeForConditionalGeneration
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quantization_config_source: model config.json compressed-tensors W8A8 FP8, weight channel strategy, input activation token strategy, linear_attn/embed/lm_head/shared gates ignored
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dtype: bfloat16
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max_model_len: 262144
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max_num_seqs: 4
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max_num_batched_tokens: vllm_default_not_overridden
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gpu_memory_utilization: 0.50
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enable_prefix_caching: true
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enable_chunked_prefill: true
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async_scheduling: true
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tensor_parallel_size: 1
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pipeline_parallel_size: 1
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data_parallel_size: 1
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load_format: auto
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download_dir: null
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kv_cache_dtype: auto
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enforce_eager: false
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seed: 0
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enable_auto_tool_choice: true
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tool_call_parser: qwen3_xml
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reasoning_parser: qwen3
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reasoning_parser_enable_in_reasoning: false
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trust_remote_code: true
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language_model_only: true
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attention_backend: FLASH_ATTN
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sampling_backend: FlashInfer top-p/top-k
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fp8_linear_kernel: CutlassFP8ScaledMMLinearKernel for CompressedTensorsW8A8Fp8
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fp8_moe_backend: TRITON
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generation_config_override:
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temperature: 0.6
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top_k: 20
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top_p: 0.95
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eos_token_id:
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- 248046
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- 248044
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bos_token_id: 248044
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docker_runtime:
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created_at: "2026-07-12T08:41:04Z"
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entrypoint:
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- vllm
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- serve
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container_port: 8000
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host_port: 8001
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network_mode: bridge
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ipc_mode: private
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shm_size_bytes: 67108864
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restart_policy: "no"
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gpu_device_request: all
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bind_mounts:
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/home/toki/Data/models: /models
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/home/toki/Data/vllm/templates: /templates
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model_load_memory_gib: 34.43
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model_load_seconds: 196.929359
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weight_download_seconds: not_observed_cache_hit_restart
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cuda_graph_memory_estimated_gib: 0.13
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|
cuda_graph_pool_memory_actual_gib: 0.07
|
|
available_kv_cache_memory_gib: 20.79
|
|
gpu_kv_cache_tokens: 1060912
|
|
max_concurrency_for_262144_token_requests: 4.05
|
|
startup_warnings:
|
|
- vLLM command does not pin --revision; the recorded hf_revision is the downloaded snapshot observed in cache.
|
|
- Prefix caching in Mamba cache align mode is experimental for this architecture.
|
|
- Default MoE config for NVIDIA_GB10 FP8 was not found; vLLM used default MoE config, which may affect performance.
|
|
- Model generation_config overrides vLLM defaults unless callers provide sampling params or vLLM is relaunched with --generation-config vllm.
|
|
official_4bit_gguf_status:
|
|
hf_model: deepreinforce-ai/Ornith-1.0-35B-GGUF
|
|
hf_url: https://huggingface.co/deepreinforce-ai/Ornith-1.0-35B-GGUF
|
|
hf_revision: c2e1703039380de4ce6820e97afd185682d3c16c
|
|
hf_ref: main
|
|
hf_cache_snapshot_path: /models/.cache/huggingface/hub/models--deepreinforce-ai--Ornith-1.0-35B-GGUF/snapshots/c2e1703039380de4ce6820e97afd185682d3c16c
|
|
file: ornith-1.0-35b-Q4_K_M.gguf
|
|
status: not_active
|
|
reason: current vLLM GGUF plugin path exposed /v1/models but failed semantic generation smoke; active working runtime uses the official FP8 vLLM model instead.
|
|
smoke:
|
|
english_final_answer: passed
|
|
korean_final_answer: passed
|
|
pi_direct_cli: passed
|
|
output_throughput:
|
|
method: completion_tokens divided by end-to-end request wall time, max_tokens=768
|
|
average_completion_tok_s: 29.8
|
|
run_completion_tok_s:
|
|
- 29.65
|
|
- 30.62
|
|
- 29.15
|
|
note: vLLM logs showed aggregate generation throughput around 50-61 tok/s with two running requests.
|
|
ornith_lemonade_direct_profile:
|
|
observed_at: "2026-07-12"
|
|
provider: ornith-lemonade
|
|
status: removed_from_pi_models_json_2026_07_12_runtime_still_active_as_onexplayer_iop_ornith_provider
|
|
family: spark_ornith
|
|
api: openai-completions
|
|
base_url: http://192.168.0.59:13305/v1
|
|
model_id: Ornith-1.0-35B-GGUF-llamacpp-tp1-Q5_K_M
|
|
display_name: Ornith 1.0 35B Q5 Direct Lemonade
|
|
context_window: 262144
|
|
max_tokens: 32768
|
|
reasoning: true
|
|
config_file: /config/.pi/agent/models.json
|
|
default_profile_changed: true
|
|
pi_default_provider_after_add: iop
|
|
pi_default_model_after_add: ornith:35b
|
|
endpoint_policy: Pi no longer connects directly to the OneXPlayer Lemonade OpenAI-compatible endpoint. This runtime remains reachable through IOP Edge under ornith:35b.
|
|
api_key_value_tracked: false
|
|
runtime_alignment:
|
|
lemonade_runtime_model: Ornith-1.0-35B-GGUF-llamacpp-tp1-Q5_K_M
|
|
lemonade_response_model: ornith-1.0-35b-Q5_K_M.gguf
|
|
quantization: Q5_K_M
|
|
ctx_size: 524288
|
|
kv_policy: unified_kv_with_np_omitted
|
|
observed_slot_n_ctx: 262144
|
|
iop_capacity_guard: 3
|
|
long_context_capacity: 2
|
|
smoke:
|
|
endpoint_direct_chat_completions: passed
|
|
request_model: Ornith-1.0-35B-GGUF-llamacpp-tp1-Q5_K_M
|
|
response_model: ornith-1.0-35b-Q5_K_M.gguf
|
|
finish_reason: stop
|
|
content: "4"
|
|
completion_tokens: 2
|
|
separation_note: The host Pi default is Laguna S 2.1 through IOP Edge. Keep Laguna, Qwen, Ornith, and dev-corp Gemma parser/template/runtime settings separate.
|
|
agy:
|
|
status: not_configured
|
|
note: No agy host profile is recorded in the dev inventory.
|
|
dev-corp:
|
|
source_inventory: agent-test/inventory-dev-corp.yaml
|
|
agents:
|
|
claude:
|
|
status: not_configured
|
|
codex:
|
|
status: not_configured
|
|
pi:
|
|
status: not_configured
|
|
agy:
|
|
status: not_configured
|