inventory_id: inventory-agent schema_version: 1 last_updated_at: "2026-08-05" scope: type: shared_agent_host_profiles description: Agent-specific host configuration, observed defaults, and environment-scoped status. Node, provider, endpoint, workspace, and SSH details remain in the referenced environment inventory. policy: secret_values_tracked: false host_connection_values_owned_by: environment_inventory provider_runtime_source_of_truth: environment_inventory agent_provider_compatibility_observations: allowed node_reference_policy: reference_only dispatcher_scope: included_agents: - codex - claude - agy - pi excluded_agents: - opencode source_inventories: common: agent-test/inventory.yaml dev: agent-test/inventory-dev.yaml dev-corp: agent-test/inventory-dev-corp.yaml environments: dev: source_inventory: agent-test/inventory-dev.yaml agents: claude: status: configured host_binding: not_recorded observed_at: "2026-08-05" config_scope: host_local_cli cli_version: 2.1.221 authentication: status: authenticated method: claude.ai secret_value_tracked: false dispatcher_models: - model: claude-opus-4-8 effort: xhigh live_validation: claude_opus_4_8_xhigh: passed codex: status: configured node_ref: mac-codex-node host_binding: not_recorded observed_at: "2026-08-05" config_scope: host_local_cli cli_version: 0.146.0 config_file: /config/.codex/config.toml config_file_mode: "0600" current_default_model: gpt-5.6-sol current_default_reasoning_effort: xhigh dispatcher_models: - model: gpt-5.3-codex-spark reasoning_effort: high - model: gpt-5.6-terra reasoning_effort: high - model: gpt-5.6-sol reasoning_effort: xhigh sqlite_state: active_home: /config/.codex/sqlite-repaired-20260804T191357Z repair_backup: /config/.codex/db-repair-backups/20260804T191357Z repair_reason: The previous state database contained orphan pages and physically duplicated thread IDs behind a corrupt unique index. integrity_check: passed foreign_key_check: passed duplicate_thread_ids: 0 thread_rows: 1600 unique_thread_ids: 1600 doctor_summary: passed live_validation: gpt_5_3_codex_spark_high: passed gpt_5_6_terra_high: passed gpt_5_6_sol_xhigh: passed note: The CLI host profile is recorded here. The referenced dev node inventory remains the source of truth for the MLX provider runtime. pi: status: configured host_binding: not_recorded observed_at: "2026-08-05" config_scope: host_local_pi_agent cli_version: 0.81.1 config_dir: /config/.pi/agent config_files: models: path: /config/.pi/agent/models.json mode: "0600" settings: path: /config/.pi/agent/settings.json mode: "0600" current_default_provider: iop current_default_model: glm-5.2 current_default_thinking_level: high current_default_api: openai-completions current_default_base_url: http://toki-labs.com:18083/v1 current_default_auth_header: true dispatcher_enabled_models: - iop/ornith:35b - iop/glm-5.2 credential_binding: source_host: toki@toki-labs.com sops_file: /Users/toki/.config/iop/secrets/dev-openai-toki.sops.yaml sops_age_key_file: /Users/toki/.config/sops/age/keys.txt token_ref: tokens.toki-dev-pi applied_to: - providers.iop.apiKey - providers.iop.models[id=ornith:35b].headers.X-IOP-Provider-Authorization secret_value_tracked: false sampling_policy: explicit_parameters: false source: selected_iop_model_profile omitted_fields: - temperature - top_p - top_k - repeat_penalty note: Pi does not define global sampling overrides for dispatcher models; the selected IOP model/provider profile applies its baseline. api_key_value_tracked: false endpoint_policy: The current default and dispatcher-enabled Pi models use the IOP Edge provider. Pi does not bypass Edge to a direct provider endpoint. local_pi_providers_at_observation: - iop direct_providers_removed_at_observation: - iop-gemma - ornith-direct - ornith-lemonade iop_provider_models_at_observation: - qwen3.6:35b - ornith:35b - ornith-fast - laguna-s:2.1 - glm-5.2 dispatcher_model_parameters: ornith_35b: provider: iop model_id: ornith:35b display_name: IOP Ornith 1.0 35B api: openai-completions context_window: 262144 max_tokens: 32768 reasoning: true thinking_level: high thinking_format: chat-template enable_thinking_source: thinking.enabled glm_5_2: provider: iop model_id: glm-5.2 display_name: IOP GLM-5.2 api: openai-completions context_window: 1000000 max_tokens: 131072 reasoning: true thinking_level: high thinking_level_mapping: low_medium_high_max_to_high thinking_format: zai supports_reasoning_effort: true zai_tool_stream: true live_validation: dev_models_endpoint: passed sops_token_ingress_and_provider_header_preflight: passed pi_ornith_35b_high: passed pi_glm_5_2_high: passed current_laguna_parameter_alignment: model_alias: laguna-s:2.1 pi_context_window: 262144 edge_context_window: 262144 pi_max_tokens: 65536 edge_default_max_tokens: 65536 pi_output_budget_within_edge_limit: true edge_model_group_registered: true edge_group_min_max_tokens: 0 gx10_edge_capacity: 4 gx10_long_context_capacity: 1 reasoning_parser: poolside_v1 tool_call_parser: poolside_v1 quantization: nvfp4 dflash_speculative_tokens: 7 chat_template_container_path: /run/iop/laguna-s-2.1-thinking.jinja thinking_generation_prefix: "\n" 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. qwen_runtime_parameter_alignment: 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. common_requirements: model_alias: qwen3.6:35b pi_context_window: 262144 edge_context_window: 262144 pi_max_tokens: 32768 edge_default_max_tokens: 32768 edge_min_max_tokens: 32768 pi_reasoning: true edge_reasoning_policy: model_native_thinking required_template_policy: Qwen providers keep default_chat_template_kwargs.enable_thinking=true required_reasoning_parser: qwen3 engine_matrix: previous_gx10-vllm: status: historical_replaced_by_laguna_s_2_1 runtime_type: vllm served_model: nvidia/Qwen3.6-35B-A3B-NVFP4 context_match: pi contextWindow 262144 maps to vLLM max_model_len 262144 output_budget_match: pi maxTokens 32768 maps to provider default_max_tokens 32768 thinking_match: pi reasoning=true and thinking_level=high map to reasoning_parser=qwen3 and default_chat_template_kwargs.enable_thinking=true concurrency_match: provider capacity 4 maps to runtime max_num_seqs 4 tool_parser_profile: qwen3_xml mac-mlx-vllm: runtime_type: vllm-mlx served_model: mlx-community/Qwen3.6-35B-A3B-4bit context_match: pi contextWindow 262144 maps to vLLM-MLX max_request_tokens 262144 and max_kv_size 262144 output_budget_match: pi maxTokens 32768 maps to provider default_max_tokens 32768 thinking_match: pi reasoning=true and thinking_level=high map to reasoning_parser=qwen3 and default_chat_template_kwargs.enable_thinking=true concurrency_match: provider capacity 2 maps to runtime max_num_seqs 2 tool_parser_profile: qwen onexplayer-lemonade: runtime_type: lemonade served_model: Qwen3.6-35B-A3B-MTP-GGUF 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. 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. output_budget_match: pi maxTokens 32768 maps to load default_max_tokens 32768 thinking_match: pi reasoning=true and thinking_level=high uses model-native thinking; Lemonade load keeps MTP disabled and tool_choice_auto_verified=true 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. tool_parser_profile: lemonade_qwen_tool_choice_auto_verified qwen_reenable_profile: status: applicable_not_reloaded_while_ornith_q5_is_active ctx_size: 524288 llamacpp_args: "--spec-type none -cb -fa on -b 4096 -ub 1024 --kv-unified" removed_args: "-np 3" expected_slot_n_ctx: 262144 expected_capacity: 3 expected_long_context_capacity: 2 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. 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. provider_passthrough: default: pure_passthrough selector: none; request model/provider capability determines passthrough vs normalized execution verification: Chat Completions streaming probe returned HTTP 200 through the provider tunnel with provider body preserved and no IOP response envelope injected. previous_qwen_provider_pool_routing: status: historical_gx10_and_onexplayer_no_longer_in_qwen_group observed_at: "2026-07-09" caller_shape: Pi-compatible OpenAI Chat Completions streaming requests to provider/model iop/qwen3.6:35b concurrent_requests: 10 peak_total_in_flight: 9 peak_total_queued_snapshot_units: 3 final_recovery: in_flight_0_queued_0 provider_peaks: gx10-vllm: runtime_type: vllm served_model: nvidia/Qwen3.6-35B-A3B-NVFP4 capacity: 4 max_in_flight: 4 max_queued: 1 mac-mlx-vllm: runtime_type: vllm-mlx served_model: mlx-community/Qwen3.6-35B-A3B-4bit capacity: 2 max_in_flight: 2 max_queued: 1 onexplayer-lemonade: runtime_type: lemonade served_model: Qwen3.6-35B-A3B-MTP-GGUF capacity: 3 max_in_flight: 3 max_queued: 1 non_default_local_provider: provider: iop-gemma status: removed_from_pi_models_json_2026_07_12 api: openai-completions base_url: http://192.168.0.91:8002/v1 served_model: nvidia/diffusiongemma-26B-A4B-it-NVFP4 reasoning: false current_runtime_status: stopped_2026_07_12_endpoint_now_serves_laguna_s_2_1 spark_laguna_direct_profile: observed_at: "2026-07-24" provider: gx10-vllm status: active_through_iop_edge family: poolside_laguna api: openai-completions base_url: http://192.168.0.91:8001/v1 model_id: laguna-s:2.1 display_name: Poolside Laguna S 2.1 NVFP4 context_window: 262144 max_tokens: 65536 reasoning: true endpoint_policy: Pi connects through IOP Edge under laguna-s:2.1 and does not use the direct GX10 endpoint. api_key_value_tracked: false pi_current_default_at_observation: default_provider: iop default_model: laguna-s:2.1 default_api: openai-completions default_base_url: http://toki-labs.com:18083/v1 default_thinking_level: high thinking_format: chat-template enable_thinking_source: thinking.enabled preserve_thinking: true runtime_summary: host: toki@192.168.0.91 container_name: iop-vllm-laguna-s21 docker_image: iop-vllm-laguna-s21:v0.25.1-cu130 docker_image_id: sha256:4eb2bb71c0ffc6ceb54dd3381030169f5e24ac1477fb1faa1ba90e57e6996331 vllm_version: 0.25.1 torch_version: 2.11.0+cu130 transformers_version: 5.12.1 compressed_tensors_version: 0.17.0 flashinfer_python_version: 0.6.15.dev20260712 gpu: NVIDIA GB10 endpoint: http://192.168.0.91:8001/v1 hf_model: poolside/Laguna-S-2.1-NVFP4 hf_url: https://huggingface.co/poolside/Laguna-S-2.1-NVFP4 hf_revision: 07614121b31898586430f189d27a25a0be310843 hf_cache_snapshot_path: /models/.cache/huggingface/hub/models--poolside--Laguna-S-2.1-NVFP4/snapshots/07614121b31898586430f189d27a25a0be310843 draft_model: poolside/Laguna-S-2.1-DFlash-NVFP4 draft_url: https://huggingface.co/poolside/Laguna-S-2.1-DFlash-NVFP4 draft_revision: 723794750422b3efbf3a7b3af76dffb4ba035943 served_model_name: laguna-s:2.1 quantization: nvfp4 vllm_quantization_backend: compressed-tensors dtype: bfloat16 max_model_len: 262144 max_num_seqs: 4 gpu_memory_utilization: 0.70 enable_prefix_caching: true enable_chunked_prefill: true enable_auto_tool_choice: true tool_call_parser: poolside_v1 reasoning_parser: poolside_v1 chat_template_host_path: /home/toki/iop-gx10-vllm/laguna-s-2.1-thinking.jinja chat_template_container_path: /run/iop/laguna-s-2.1-thinking.jinja thinking_generation_prefix: "\n" default_chat_template_kwargs: enable_thinking: true generation_config_override: temperature: 0.7 top_p: 0.95 speculative_config: method: dflash num_speculative_tokens: 7 model: poolside/Laguna-S-2.1-DFlash-NVFP4 attention_backend: FLASHINFER kv_cache_dtype: float8_e4m3fn available_kv_cache_memory_gib: 13.08 gpu_kv_cache_tokens: 373711 max_concurrency_for_262144_token_requests: 1.43 docker_runtime: recreated_at: "2026-07-24" host_port: 8001 container_port: 8000 network_mode: bridge ipc_mode: host restart_policy: "no" bind_mounts: /home/toki/Data/models: /models /home/toki/Data/vllm/cache/laguna-s21: /root/.cache /home/toki/iop-gx10-vllm/laguna-s-2.1-thinking.jinja: /run/iop/laguna-s-2.1-thinking.jinja smoke: direct_models: passed direct_chat_completions: passed edge_chat_completions: passed pi_agentic_tool_reasoning_stream: passed reasoning_field: reasoning pi_high_result: thinking_start, thinking_delta, and thinking_end observed pi_off_result: no thinking event and final text observed 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. previous_spark_ornith_direct_profile: observed_at: "2026-07-12" provider: ornith-direct status: historical_runtime_replaced_by_laguna_s_2_1 family: spark_ornith api: openai-completions base_url: http://192.168.0.91:8001/v1 model_id: ornith:35b display_name: Ornith 1.0 35B FP8 Direct vLLM context_window: 262144 max_tokens: 32768 reasoning: true endpoint_policy: Historical observation only. The endpoint now serves laguna-s:2.1 through IOP Edge. api_key_value_tracked: false pi_current_default_at_observation: default_provider: iop default_model: ornith:35b default_api: openai-completions default_base_url: http://toki-labs.com:18083/v1 qwen_parameter_alignment: pi_context_window: 262144 pi_max_tokens: 32768 context_match: matches the dev Qwen Pi contextWindow and vLLM max_model_len value output_budget_match: matches the dev Qwen Pi maxTokens/default_max_tokens value runtime_summary: host: toki@192.168.0.91 container_name: iop-vllm-ornith35b-fp8 docker_image: vllm/vllm-openai:nightly-aarch64 docker_image_id: sha256:a720df3e84a89d7db47a3b7a0511cb5b312e203fc4956f7493df248299267a6f vllm_image_tag_env: vllm/vllm-openai:nightly-a346d589f5932d4234bf5bf8718f10e26d187021 vllm_version: 0.23.1rc1.dev223+ga346d589f vllm_build_commit: a346d589f5932d4234bf5bf8718f10e26d187021 vllm_build_url: https://buildkite.com/vllm/release-v2/builds/2923 torch_version: 2.11.0+cu130 transformers_version: 5.12.1 compressed_tensors_version: 0.17.0 flashinfer_python_version: 0.6.12 cuda_version_env: 13.0.2 gpu: NVIDIA GB10 nvidia_driver_version: 580.126.09 endpoint: http://192.168.0.91:8001/v1 hf_model: deepreinforce-ai/Ornith-1.0-35B-FP8 hf_url: https://huggingface.co/deepreinforce-ai/Ornith-1.0-35B-FP8 hf_revision: 1ab57ce0b44950e498a88756f40ad1ed4d0f30ca hf_ref: main revision_argument: not_set_uses_repo_default_main_at_container_start tokenizer_revision_argument: not_set_uses_model_revision hf_home: /models/.cache/huggingface hf_cache_snapshot_path: /models/.cache/huggingface/hub/models--deepreinforce-ai--Ornith-1.0-35B-FP8/snapshots/1ab57ce0b44950e498a88756f40ad1ed4d0f30ca served_model_name: ornith:35b openai_models_root: deepreinforce-ai/Ornith-1.0-35B-FP8 openai_models_max_model_len: 262144 quantization: fp8 vllm_quantization_backend: compressed-tensors model_type: qwen3_5_moe model_architecture: Qwen3_5MoeForConditionalGeneration 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 dtype: bfloat16 max_model_len: 262144 max_num_seqs: 4 max_num_batched_tokens: vllm_default_not_overridden gpu_memory_utilization: 0.50 enable_prefix_caching: true enable_chunked_prefill: true async_scheduling: true tensor_parallel_size: 1 pipeline_parallel_size: 1 data_parallel_size: 1 load_format: auto download_dir: null kv_cache_dtype: auto enforce_eager: false seed: 0 enable_auto_tool_choice: true tool_call_parser: qwen3_xml reasoning_parser: qwen3 reasoning_parser_enable_in_reasoning: false trust_remote_code: true language_model_only: true attention_backend: FLASH_ATTN sampling_backend: FlashInfer top-p/top-k fp8_linear_kernel: CutlassFP8ScaledMMLinearKernel for CompressedTensorsW8A8Fp8 fp8_moe_backend: TRITON generation_config_override: temperature: 0.6 top_k: 20 top_p: 0.95 eos_token_id: - 248046 - 248044 bos_token_id: 248044 docker_runtime: created_at: "2026-07-12T08:41:04Z" entrypoint: - vllm - serve container_port: 8000 host_port: 8001 network_mode: bridge ipc_mode: private shm_size_bytes: 67108864 restart_policy: "no" gpu_device_request: all bind_mounts: /home/toki/Data/models: /models /home/toki/Data/vllm/templates: /templates model_load_memory_gib: 34.43 model_load_seconds: 196.929359 weight_download_seconds: not_observed_cache_hit_restart cuda_graph_memory_estimated_gib: 0.13 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 GLM-5.2 and the dispatcher local-model route is Ornith 35B, both through IOP Edge. Keep GLM, Laguna, Qwen, Ornith, and dev-corp Gemma parser/template/runtime settings separate. agy: status: configured_quota_blocked host_binding: not_recorded observed_at: "2026-08-05" config_scope: host_local_cli cli_version: 1.1.10 dispatcher_models: - Gemini 3.6 Flash (Low) - Gemini 3.6 Flash (Medium) - Gemini 3.6 Flash (High) configuration_validation: passed live_validation: status: blocked failure_class: provider_quota provider_message: Individual quota reached note: The CLI recognizes every dispatcher model and its host authentication/configuration is usable, but live requests remain unavailable until the individual quota recovers. 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