developer_uid: qdv206
submission_id: chaiml-1110-quang-ir-mi_64996_v7
model_name: training123
model_group: ChaiML/1110-quang-ir-mix
status: torndown
timestamp: 2025-11-16T22:21:28+00:00
num_battles: 5898
num_wins: 3006
celo_rating: 1287.4
family_friendly_score: 0.54
family_friendly_standard_error: 0.0070484040746824385
submission_type: basic
model_repo: ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22
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': 0.4550926474157626, 'latency_mean': 2.197233967781067, 'latency_p50': 2.1843432188034058, 'latency_p90': 2.4030044317245483}, {'batch_size': 2, 'throughput': 0.6420939993687834, 'latency_mean': 3.10261407494545, 'latency_p50': 3.1238064765930176, 'latency_p90': 3.464283514022827}, {'batch_size': 3, 'throughput': 0.7634848246536713, 'latency_mean': 3.9239127695560456, 'latency_p50': 3.904494047164917, 'latency_p90': 4.28870096206665}, {'batch_size': 4, 'throughput': 0.8484227037367261, 'latency_mean': 4.701341310739517, 'latency_p50': 4.698704957962036, 'latency_p90': 5.362285470962524}, {'batch_size': 5, 'throughput': 0.8986320769813056, 'latency_mean': 5.541629096269608, 'latency_p50': 5.561789870262146, 'latency_p90': 6.276971817016602}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22
model_size: 24B
ranking_group: single
throughput_3p7s: 0.74
us_pacific_date: 2025-11-13
win_ratio: 0.5096642929806714
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', '</s>', '####\n', '####'], '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-1110-quang-ir-mi-64996-v7-mkmlizer
Waiting for job on chaiml-1110-quang-ir-mi-64996-v7-mkmlizer to finish
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║                                                                     ║
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chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: Downloaded to shared memory in 49.172s
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: Checking if ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22 already exists in ChaiML
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpu4cozirb, device:0
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: quantized model in 284.552s
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: Processed model ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22 in 333.724s
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v7/nvidia
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v7/nvidia/config.json
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v7/nvidia/special_tokens_map.json
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v7/nvidia/tokenizer_config.json
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v7/nvidia/tokenizer.json
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v7/nvidia/flywheel_model.1.safetensors
chaiml-1110-quang-ir-mi-64996-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-1110-quang-ir-mi-64996-v7-mkmlizer completed after 401.98s with status: succeeded
Stopping job with name chaiml-1110-quang-ir-mi-64996-v7-mkmlizer
Pipeline stage MKMLizer completed in 403.01s
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-1110-quang-ir-mi-64996-v7
Waiting for inference service chaiml-1110-quang-ir-mi-64996-v7 to be ready
Inference service chaiml-1110-quang-ir-mi-64996-v7 ready after 150.9477686882019s
Pipeline stage MKMLDeployer completed in 151.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0992839336395264s
Received healthy response to inference request in 2.033822774887085s
Received healthy response to inference request in 1.8950705528259277s
Received healthy response to inference request in 1.945652723312378s
Received healthy response to inference request in 2.4692227840423584s
5 requests
0 failed requests
5th percentile: 1.9051869869232179
10th percentile: 1.9153034210205078
20th percentile: 1.9355362892150878
30th percentile: 1.9632867336273194
40th percentile: 1.9985547542572022
50th percentile: 2.033822774887085
60th percentile: 2.0600072383880614
70th percentile: 2.086191701889038
80th percentile: 2.173271703720093
90th percentile: 2.3212472438812255
95th percentile: 2.3952350139617917
99th percentile: 2.4544252300262452
mean time: 2.088610553741455
Pipeline stage StressChecker completed in 12.64s
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 0.76s
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 0.68s
Shutdown handler de-registered
chaiml-1110-quang-ir-mi_64996_v7 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 2723.88s
Shutdown handler de-registered
chaiml-1110-quang-ir-mi_64996_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-1110-quang-ir-mi_64996_v7 status is now torndown due to DeploymentManager action