developer_uid: qdv206
submission_id: chaiml-1110-quang-ir-mi_64996_v5
model_name: training123
model_group: ChaiML/1110-quang-ir-mix
status: torndown
timestamp: 2025-11-16T20:21:25+00:00
num_battles: 6345
num_wins: 3267
celo_rating: 1294.09
family_friendly_score: 0.5436000000000001
family_friendly_standard_error: 0.007044132877792696
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': 0.34723491842403964, 'latency_mean': 2.8797731256484984, 'latency_p50': 2.3159966468811035, 'latency_p90': 4.5186927080154415}, {'batch_size': 2, 'throughput': 0.6671817650265388, 'latency_mean': 2.9914716374874115, 'latency_p50': 2.980532169342041, 'latency_p90': 3.2242105484008787}, {'batch_size': 3, 'throughput': 0.8111840393419494, 'latency_mean': 3.6959040677547454, 'latency_p50': 3.70702064037323, 'latency_p90': 4.076938152313232}, {'batch_size': 4, 'throughput': 0.9027886092870065, 'latency_mean': 4.419864473342895, 'latency_p50': 4.4305373430252075, 'latency_p90': 4.938388586044311}, {'batch_size': 5, 'throughput': 0.9524052652090939, 'latency_mean': 5.217261286973954, 'latency_p50': 5.2061262130737305, 'latency_p90': 6.048531174659729}]
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: 0.81
us_pacific_date: 2025-11-13
win_ratio: 0.5148936170212766
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.2, 'frequency_penalty': 0.2, 'stopping_words': ['####\n', 'You:', '\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-1110-quang-ir-mi-64996-v5-mkmlizer
Waiting for job on chaiml-1110-quang-ir-mi-64996-v5-mkmlizer to finish
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║                                                                     ║
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chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ║                                                                     ║
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: Downloaded to shared memory in 52.016s
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: Checking if ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22 already exists in ChaiML
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwvqjycsj, device:0
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: quantized model in 285.935s
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: Processed model ChaiML/1110-quang-ir-mixall-cld-i0a6-freev22 in 337.952s
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v5/nvidia
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v5/nvidia/config.json
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v5/nvidia/special_tokens_map.json
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v5/nvidia/tokenizer_config.json
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v5/nvidia/tokenizer.json
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v5/nvidia/flywheel_model.1.safetensors
chaiml-1110-quang-ir-mi-64996-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1110-quang-ir-mi-64996-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-1110-quang-ir-mi-64996-v5-mkmlizer completed after 400.11s with status: succeeded
Stopping job with name chaiml-1110-quang-ir-mi-64996-v5-mkmlizer
Pipeline stage MKMLizer completed in 400.62s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1110-quang-ir-mi-64996-v5
Waiting for inference service chaiml-1110-quang-ir-mi-64996-v5 to be ready
Inference service chaiml-1110-quang-ir-mi-64996-v5 ready after 141.20113396644592s
Pipeline stage MKMLDeployer completed in 141.99s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.534968376159668s
Received healthy response to inference request in 1.80501389503479s
Received healthy response to inference request in 1.848405361175537s
Received healthy response to inference request in 1.8723316192626953s
Received healthy response to inference request in 1.9685044288635254s
5 requests
0 failed requests
5th percentile: 1.8136921882629395
10th percentile: 1.8223704814910888
20th percentile: 1.8397270679473876
30th percentile: 1.8531906127929687
40th percentile: 1.8627611160278321
50th percentile: 1.8723316192626953
60th percentile: 1.9108007431030274
70th percentile: 1.9492698669433595
80th percentile: 2.081797218322754
90th percentile: 2.3083827972412108
95th percentile: 2.4216755867004394
99th percentile: 2.512309818267822
mean time: 2.005844736099243
Pipeline stage StressChecker completed in 11.48s
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 0.77s
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 0.70s
Shutdown handler de-registered
chaiml-1110-quang-ir-mi_64996_v5 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4878.93s
Shutdown handler de-registered
chaiml-1110-quang-ir-mi_64996_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-1110-quang-ir-mi_64996_v5 status is now torndown due to DeploymentManager action