developer_uid: qdv206
submission_id: chaiml-1105-quang-ir-mi_53604_v8
model_name: training123
model_group: ChaiML/1105-quang-ir-mix
status: torndown
timestamp: 2025-11-17T00:41:16+00:00
num_battles: 5949
num_wins: 2996
celo_rating: 1288.57
family_friendly_score: 0.5078
family_friendly_standard_error: 0.007070207351980563
submission_type: basic
model_repo: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150003
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4563259586557108, 'latency_mean': 2.1913200390338896, 'latency_p50': 2.1966792345046997, 'latency_p90': 2.3898765563964846}, {'batch_size': 2, 'throughput': 0.6574779393361847, 'latency_mean': 3.0354112076759336, 'latency_p50': 3.0322901010513306, 'latency_p90': 3.278275203704834}, {'batch_size': 3, 'throughput': 0.7866276576514665, 'latency_mean': 3.800170817375183, 'latency_p50': 3.797555923461914, 'latency_p90': 4.122356843948364}, {'batch_size': 4, 'throughput': 0.8800882331728969, 'latency_mean': 4.53635540008545, 'latency_p50': 4.516217827796936, 'latency_p90': 5.1927502155303955}, {'batch_size': 5, 'throughput': 0.9366611604406272, 'latency_mean': 5.3168651223182675, 'latency_p50': 5.325153112411499, 'latency_p90': 6.140870666503906}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150003
model_size: 24B
ranking_group: single
throughput_3p7s: 0.78
us_pacific_date: 2025-11-13
win_ratio: 0.5036140527819801
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '####', '####\n', '\n', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}
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-1105-quang-ir-mi-53604-v8-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mi-53604-v8-mkmlizer to finish
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║                                                                     ║
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chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: Downloaded to shared memory in 58.281s
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150003 already exists in ChaiML
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpelcy544e, device:0
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: quantized model in 284.237s
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150003 in 342.519s
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v8/nvidia
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v8/nvidia/config.json
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v8/nvidia/special_tokens_map.json
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v8/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v8/nvidia/tokenizer.json
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v8/nvidia/flywheel_model.1.safetensors
chaiml-1105-quang-ir-mi-53604-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v8/nvidia/flywheel_model.0.safetensors
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Job chaiml-1105-quang-ir-mi-53604-v8-mkmlizer completed after 389.05s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mi-53604-v8-mkmlizer
Pipeline stage MKMLizer completed in 389.67s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1105-quang-ir-mi-53604-v8
Waiting for inference service chaiml-1105-quang-ir-mi-53604-v8 to be ready
Inference service chaiml-1105-quang-ir-mi-53604-v8 ready after 141.37000131607056s
Pipeline stage MKMLDeployer completed in 141.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2810862064361572s
Received healthy response to inference request in 1.8409061431884766s
Received healthy response to inference request in 2.3428537845611572s
Received healthy response to inference request in 1.7683396339416504s
Received healthy response to inference request in 1.9630274772644043s
5 requests
0 failed requests
5th percentile: 1.7828529357910157
10th percentile: 1.797366237640381
20th percentile: 1.8263928413391113
30th percentile: 1.865330410003662
40th percentile: 1.9141789436340333
50th percentile: 1.9630274772644043
60th percentile: 2.0902509689331055
70th percentile: 2.2174744606018066
80th percentile: 2.2934397220611573
90th percentile: 2.318146753311157
95th percentile: 2.330500268936157
99th percentile: 2.340383081436157
mean time: 2.039242649078369
Pipeline stage StressChecker completed in 11.81s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.69s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.75s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_53604_v8 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2850.99s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_53604_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-1105-quang-ir-mi_53604_v8 status is now torndown due to DeploymentManager action