developer_uid: qdv206
submission_id: chaiml-1105-quang-ir-mi_77612_v2
model_name: training123
model_group: ChaiML/1105-quang-ir-mix
status: torndown
timestamp: 2025-11-09T06:21:49+00:00
num_battles: 5742
num_wins: 2823
celo_rating: 1306.18
family_friendly_score: 0.5226
family_friendly_standard_error: 0.007063840881560116
submission_type: basic
model_repo: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-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': 0.4596453833933988, 'latency_mean': 2.175466035604477, 'latency_p50': 2.172205090522766, 'latency_p90': 2.377467465400696}, {'batch_size': 2, 'throughput': 0.6710791461091041, 'latency_mean': 2.9729782724380494, 'latency_p50': 2.974709630012512, 'latency_p90': 3.2293110609054567}, {'batch_size': 3, 'throughput': 0.8043472396419038, 'latency_mean': 3.7158084225654604, 'latency_p50': 3.7068023681640625, 'latency_p90': 4.140422797203064}, {'batch_size': 4, 'throughput': 0.9001671249252603, 'latency_mean': 4.42355994462967, 'latency_p50': 4.4066338539123535, 'latency_p90': 5.104343438148498}, {'batch_size': 5, 'throughput': 0.9576931885351081, 'latency_mean': 5.193947945833206, 'latency_p50': 5.176442623138428, 'latency_p90': 5.996462726593018}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f150003
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-11-05
win_ratio: 0.49164054336468127
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '####\n', '</s>', 'You:', '####'], '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-77612-v2-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mi-77612-v2-mkmlizer to finish
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║                                                                     ║
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chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: Downloaded to shared memory in 55.488s
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f150003 already exists in ChaiML
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2o_j4sz6, device:0
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: quantized model in 287.715s
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-sth-f150003 in 343.203s
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-77612-v2/nvidia
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-77612-v2/nvidia/config.json
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-77612-v2/nvidia/special_tokens_map.json
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-77612-v2/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-77612-v2/nvidia/tokenizer.json
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-77612-v2/nvidia/flywheel_model.1.safetensors
chaiml-1105-quang-ir-mi-77612-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-77612-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1105-quang-ir-mi-77612-v2-mkmlizer completed after 387.4s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mi-77612-v2-mkmlizer
Pipeline stage MKMLizer completed in 387.90s
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-77612-v2
Waiting for inference service chaiml-1105-quang-ir-mi-77612-v2 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-1105-quang-ir-mi-77612-v2 ready after 150.93133878707886s
Pipeline stage MKMLDeployer completed in 151.58s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.099475622177124s
Received healthy response to inference request in 1.7168502807617188s
Received healthy response to inference request in 2.000225782394409s
Received healthy response to inference request in 2.0133049488067627s
Received healthy response to inference request in 2.3067564964294434s
5 requests
0 failed requests
5th percentile: 1.7735253810882567
10th percentile: 1.830200481414795
20th percentile: 1.9435506820678712
30th percentile: 2.00284161567688
40th percentile: 2.0080732822418215
50th percentile: 2.0133049488067627
60th percentile: 2.0477732181549073
70th percentile: 2.082241487503052
80th percentile: 2.140931797027588
90th percentile: 2.2238441467285157
95th percentile: 2.2653003215789793
99th percentile: 2.2984652614593504
mean time: 2.0273226261138917
Pipeline stage StressChecker completed in 11.56s
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 0.67s
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 0.85s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_77612_v2 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 2632.53s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_77612_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1105-quang-ir-mi_77612_v2 status is now torndown due to DeploymentManager action