chaiml-95p-5ff-chaiml-m_38231

developer_uid: rirv938
submission_id: chaiml-95p-5ff-chaiml-m_38231_v2
model_name: chaiml-95p-5ff-chaiml-m_38231_v2
model_group: ChaiML/95p_5ff_chaiml_mi
status: torndown
timestamp: 2026-01-29T16:28:35+00:00
num_battles: 16117
num_wins: 9013
celo_rating: 1345.16
family_friendly_score: 0.5082
family_friendly_standard_error: 0.007070116830717863
submission_type: basic
model_repo: ChaiML/95p_5ff_chaiml_mistral_24b_2048_32760_v5_cp624_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 96
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.3498549280166957, 'latency_mean': 2.8582441985607145, 'latency_p50': 2.8421194553375244, 'latency_p90': 3.0559772491455077}, {'batch_size': 2, 'throughput': 0.55126334733508, 'latency_mean': 3.625828402042389, 'latency_p50': 3.6399513483047485, 'latency_p90': 3.8800254821777345}, {'batch_size': 3, 'throughput': 0.6909897410032377, 'latency_mean': 4.318231922388077, 'latency_p50': 4.316600441932678, 'latency_p90': 4.6894037246704094}, {'batch_size': 4, 'throughput': 0.7770070950324389, 'latency_mean': 5.135893272161484, 'latency_p50': 5.152225136756897, 'latency_p90': 5.7503015995025635}, {'batch_size': 5, 'throughput': 0.8473453452025946, 'latency_mean': 5.86201486825943, 'latency_p50': 5.8193604946136475, 'latency_p90': 6.409805583953857}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-95p-5ff-chaiml-m_38231_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/95p_5ff_chaiml_mistral_24b_2048_32760_v5_cp624_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.57
us_pacific_date: 2026-01-17
win_ratio: 0.5592231804926475
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.0, 'stopping_words': ['<|im_end|>', 'You:', '###', '<|im_start|>', '\n', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 96}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer
Waiting for job on chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer to finish
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HTTP Request: %s %s "%s %d %s"
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: bash: no job control in this shell
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: /root/miniconda3/envs/nvidia/lib/python3.11/site-packages/mk1/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║  https://mk1.ai                                                     ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║  belonging to:                                                      ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║  Chai Research Corp.                                                ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: Downloaded to shared memory in 88.280s
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: Checking if ChaiML/95p_5ff_chaiml_mistral_24b_2048_32760_v5_cp624_merged already exists in ChaiML
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpfr8pkqsn, device:0
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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HTTP Request: %s %s "%s %d %s"
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HTTP Request: %s %s "%s %d %s"
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HTTP Request: %s %s "%s %d %s"
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Falling back to EndpointApi.from_submission implementation
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: The tokenizer you are loading from '/tmp/tmpfr8pkqsn' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: quantized model in 328.410s
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: Processed model ChaiML/95p_5ff_chaiml_mistral_24b_2048_32760_v5_cp624_merged in 416.691s
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HTTP Request: %s %s "%s %d %s"
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chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-38231-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer completed after 591.15s with status: succeeded
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Stopping job with name chaiml-95p-5ff-chaiml-m-38231-v2-mkmlizer
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Pipeline stage MKMLizer completed in 628.88s
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Running pipeline stage MKMLTemplater
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Pipeline stage MKMLTemplater completed in 17.92s
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run pipeline stage %s
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Running pipeline stage MKMLDeployer
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Creating inference service chaiml-95p-5ff-chaiml-m-38231-v2
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Waiting for inference service chaiml-95p-5ff-chaiml-m-38231-v2 to be ready
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Inference service chaiml-95p-5ff-chaiml-m-38231-v2 ready after 140.79590797424316s
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Pipeline stage MKMLDeployer completed in 183.65s
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run pipeline stage %s
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Running pipeline stage StressChecker
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Received healthy response to inference request in 3.298123359680176s
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Received healthy response to inference request in 3.1746559143066406s
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Falling back to EndpointApi.from_submission implementation
Received healthy response to inference request in 2.646195650100708s
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Falling back to EndpointApi.from_submission implementation
Received healthy response to inference request in 3.4150383472442627s
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Received healthy response to inference request in 2.954099655151367s
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5 requests
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0 failed requests
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5th percentile: 2.7077764511108398
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10th percentile: 2.7693572521209715
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20th percentile: 2.8925188541412354
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30th percentile: 2.998210906982422
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40th percentile: 3.0864334106445312
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50th percentile: 3.1746559143066406
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60th percentile: 3.2240428924560547
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70th percentile: 3.2734298706054688
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Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
80th percentile: 3.3215063571929933
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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90th percentile: 3.3682723522186278
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
95th percentile: 3.3916553497314452
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
99th percentile: 3.410361747741699
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
mean time: 3.097622585296631
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Pipeline stage StressChecker completed in 212.56s
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
run pipeline stage %s
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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run_pipeline:run_in_cloud %s
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Falling back to EndpointApi.from_submission implementation
HTTP Request: %s %s "%s %d %s"
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Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
starting trigger_guanaco_pipeline args=%s
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triggered trigger_guanaco_pipeline args=%s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 41.36s
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run pipeline stage %s
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Running pipeline stage TriggerMKMLProfilingPipeline
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run_pipeline:run_in_cloud %s
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starting trigger_guanaco_pipeline args=%s
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triggered trigger_guanaco_pipeline args=%s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 35.05s
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Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Generating Leaderboard row for %s
Generated Leaderboard row for %s
Pipeline stage OfflineFamilyFriendlyScorer completed in 2847.68s
Shutdown handler de-registered
chaiml-95p-5ff-chaiml-m_38231_v2 status is now protected due to ABTestQueueItem
chaiml-95p-5ff-chaiml-m_38231_v2 status is now inactive due to ABTestQueueItem
chaiml-95p-5ff-chaiml-m_38231_v2 status is now torndown due to DeploymentManager action