chaiml-98p-2ff-chaiml-m_41400

developer_uid: rirv938
submission_id: chaiml-98p-2ff-chaiml-m_41400_v1
model_name: chaiml-98p-2ff-chaiml-m_41400_v1
model_group: ChaiML/98p_2ff_chaiml_mi
status: torndown
timestamp: 2026-01-19T23:13:13+00:00
num_battles: 17436
num_wins: 9453
celo_rating: 1333.57
family_friendly_score: 0.47219999999999995
family_friendly_standard_error: 0.007060129743850322
submission_type: basic
model_repo: ChaiML/98p_2ff_chaiml_mistral_24b_2048_63507_v3_cp312_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': 0.338720456193699, 'latency_mean': 2.952207236289978, 'latency_p50': 2.936897397041321, 'latency_p90': 3.1810382843017577}, {'batch_size': 2, 'throughput': 0.5264779739759109, 'latency_mean': 3.792541941404343, 'latency_p50': 3.8232805728912354, 'latency_p90': 4.004553270339966}, {'batch_size': 3, 'throughput': 0.6601673354421554, 'latency_mean': 4.53553138256073, 'latency_p50': 4.5578694343566895, 'latency_p90': 5.216727924346924}, {'batch_size': 4, 'throughput': 0.7516309166165052, 'latency_mean': 5.300627856254578, 'latency_p50': 5.302438139915466, 'latency_p90': 5.864265084266663}, {'batch_size': 5, 'throughput': 0.808404922240138, 'latency_mean': 6.156159309148788, 'latency_p50': 6.139125227928162, 'latency_p90': 6.847538661956787}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-98p-2ff-chaiml-m_41400_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/98p_2ff_chaiml_mistral_24b_2048_63507_v3_cp312_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.51
us_pacific_date: 2026-01-16
win_ratio: 0.5421541637990365
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': ['You:', '<|im_start|>', '\n', '###', '</s>', '<|im_end|>'], '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-98p-2ff-chaiml-m-41400-v1-mkmlizer
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
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chaiml-98p-2ff-chaiml-m-41400-v1-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-98p-2ff-chaiml-m-41400-v1-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║                                                                     ║
chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║                                                                     ║
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║  https://mk1.ai                                                     ║
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║                                                                     ║
chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║                                                                     ║
chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: ║                                                                     ║
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HTTP Request: %s %s "%s %d %s"
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: Downloaded to shared memory in 85.813s
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: Checking if ChaiML/98p_2ff_chaiml_mistral_24b_2048_63507_v3_cp312_merged already exists in ChaiML
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpz6k97ux4, device:0
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-98p-2ff-chaiml-m-41400-v1/nvidia/flywheel_model.1.safetensors
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chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-98p-2ff-chaiml-m-41400-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer completed after 529.92s with status: succeeded
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Stopping job with name chaiml-98p-2ff-chaiml-m-41400-v1-mkmlizer
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Pipeline stage MKMLizer completed in 549.50s
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run pipeline stage %s
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Running pipeline stage MKMLTemplater
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Pipeline stage MKMLTemplater completed in 7.52s
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run pipeline stage %s
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Running pipeline stage MKMLDeployer
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Creating inference service chaiml-98p-2ff-chaiml-m-41400-v1
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Waiting for inference service chaiml-98p-2ff-chaiml-m-41400-v1 to be ready
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Inference service chaiml-98p-2ff-chaiml-m-41400-v1 ready after 140.6892957687378s
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Pipeline stage MKMLDeployer completed in 184.08s
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run pipeline stage %s
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Running pipeline stage StressChecker
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HTTP Request: %s %s "%s %d %s"
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Received healthy response to inference request in 3.8570761680603027s
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Received healthy response to inference request in 3.1868016719818115s
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Falling back to EndpointApi.from_submission implementation
Received healthy response to inference request in 3.3768327236175537s
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Falling back to EndpointApi.from_submission implementation
Received healthy response to inference request in 2.8886663913726807s
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Falling back to EndpointApi.from_submission implementation
Received healthy response to inference request in 2.6439826488494873s
5 requests
0 failed requests
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5th percentile: 2.692919397354126
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10th percentile: 2.7418561458587645
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Falling back to EndpointApi.from_submission implementation
20th percentile: 2.839729642868042
Falling back to EndpointApi.from_submission implementation
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30th percentile: 2.948293447494507
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Falling back to EndpointApi.from_submission implementation
40th percentile: 3.067547559738159
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
50th percentile: 3.1868016719818115
Falling back to EndpointApi.from_submission implementation
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Falling back to EndpointApi.from_submission implementation
60th percentile: 3.262814092636108
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
70th percentile: 3.3388265132904054
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
80th percentile: 3.4728814125061036
Falling back to EndpointApi.from_submission implementation
Falling back to EndpointApi.from_submission implementation
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90th percentile: 3.664978790283203
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95th percentile: 3.761027479171753
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99th percentile: 3.8378664302825927
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mean time: 3.190671920776367
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Pipeline stage StressChecker completed in 152.52s
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run pipeline stage %s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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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 OfflineFamilyFriendlyTriggerPipeline completed in 40.88s
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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
Pipeline stage TriggerMKMLProfilingPipeline completed in 28.95s
Shutdown handler de-registered
chaiml-98p-2ff-chaiml-m_41400_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.79s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.48s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-98p-2ff-chaiml-m-41400-v1-profiler
Waiting for inference service chaiml-98p-2ff-chaiml-m-41400-v1-profiler to be ready
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 3049.55s
Shutdown handler de-registered
admin requested tearing down of chaiml-98p-2ff-chaiml-m_41400_v1
Shutdown handler not registered because Python interpreter is not running in the main thread
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run pipeline %s
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run pipeline stage %s
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Running pipeline stage MKMLDeleter
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Checking if service chaiml-98p-2ff-chaiml-m-41400-v1 is running
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HTTP Request: %s %s "%s %d %s"
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Tearing down inference service chaiml-98p-2ff-chaiml-m-41400-v1
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Service chaiml-98p-2ff-chaiml-m-41400-v1 has been torndown
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Pipeline stage MKMLDeleter completed in 46.10s
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run pipeline stage %s
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Running pipeline stage MKMLModelDeleter
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Deleting key chaiml-98p-2ff-chaiml-m-41400-v1/nvidia/config.json from bucket guanaco-mkml-models
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Deleting key chaiml-98p-2ff-chaiml-m-41400-v1/nvidia/flywheel_model.0.safetensors from bucket guanaco-mkml-models
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Deleting key chaiml-98p-2ff-chaiml-m-41400-v1/nvidia/flywheel_model.1.safetensors from bucket guanaco-mkml-models
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Deleting key chaiml-98p-2ff-chaiml-m-41400-v1/nvidia/special_tokens_map.json from bucket guanaco-mkml-models
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Deleting key chaiml-98p-2ff-chaiml-m-41400-v1/nvidia/tokenizer.json from bucket guanaco-mkml-models
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Deleting key chaiml-98p-2ff-chaiml-m-41400-v1/nvidia/tokenizer_config.json from bucket guanaco-mkml-models
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Pipeline stage MKMLModelDeleter completed in 107.18s
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