developer_uid: qdv206
submission_id: chaiml-1105-quang-ir-mi_53604_v6
model_name: training123
model_group: ChaiML/1105-quang-ir-mix
status: torndown
timestamp: 2025-11-11T01:41:40+00:00
num_battles: 5199
num_wins: 2579
celo_rating: 1287.2
family_friendly_score: 0.5118
family_friendly_standard_error: 0.007069098386640265
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': 0.4621328761724144, 'latency_mean': 2.163759253025055, 'latency_p50': 2.1835116147994995, 'latency_p90': 2.36519877910614}, {'batch_size': 2, 'throughput': 0.6758115511880748, 'latency_mean': 2.955149872303009, 'latency_p50': 2.9656506776809692, 'latency_p90': 3.206919956207275}, {'batch_size': 3, 'throughput': 0.8184463939026846, 'latency_mean': 3.6512461268901824, 'latency_p50': 3.6659486293792725, 'latency_p90': 3.957287406921387}, {'batch_size': 4, 'throughput': 0.9189885271743835, 'latency_mean': 4.346449435949325, 'latency_p50': 4.347031116485596, 'latency_p90': 5.074979901313782}, {'batch_size': 5, 'throughput': 0.9788315698716807, 'latency_mean': 5.081338793039322, 'latency_p50': 5.098525643348694, 'latency_p90': 5.8645254373550415}]
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: 0.83
us_pacific_date: 2025-11-07
win_ratio: 0.49605693402577417
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': ['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-1105-quang-ir-mi-53604-v6-mkmlizer
Waiting for job on chaiml-1105-quang-ir-mi-53604-v6-mkmlizer to finish
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║                                                                     ║
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chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ║                                                                     ║
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: Downloaded to shared memory in 104.032s
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: Checking if ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150003 already exists in ChaiML
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7xhibirl, device:0
chaiml-1105-quang-ir-mi-53604-v6-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-53604-v6-mkmlizer: quantized model in 293.906s
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: Processed model ChaiML/1105-quang-ir-mixall-cld-i8a8-hl-mult-f150003 in 397.939s
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v6/nvidia
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v6/nvidia/config.json
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v6/nvidia/special_tokens_map.json
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v6/nvidia/tokenizer_config.json
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v6/nvidia/tokenizer.json
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v6/nvidia/flywheel_model.1.safetensors
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1105-quang-ir-mi-53604-v6/nvidia/flywheel_model.0.safetensors
chaiml-1105-quang-ir-mi-53604-v6-mkmlizer: 
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Job chaiml-1105-quang-ir-mi-53604-v6-mkmlizer completed after 458.91s with status: succeeded
Stopping job with name chaiml-1105-quang-ir-mi-53604-v6-mkmlizer
Pipeline stage MKMLizer completed in 459.43s
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-1105-quang-ir-mi-53604-v6
Waiting for inference service chaiml-1105-quang-ir-mi-53604-v6 to be ready
Inference service chaiml-1105-quang-ir-mi-53604-v6 ready after 180.6845726966858s
Pipeline stage MKMLDeployer completed in 181.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1206412315368652s
Received healthy response to inference request in 1.8567538261413574s
Received healthy response to inference request in 2.5765750408172607s
Received healthy response to inference request in 1.922553539276123s
Received healthy response to inference request in 1.7950303554534912s
5 requests
0 failed requests
5th percentile: 1.8073750495910645
10th percentile: 1.8197197437286377
20th percentile: 1.844409132003784
30th percentile: 1.8699137687683105
40th percentile: 1.8962336540222169
50th percentile: 1.922553539276123
60th percentile: 2.00178861618042
70th percentile: 2.081023693084717
80th percentile: 2.2118279933929443
90th percentile: 2.3942015171051025
95th percentile: 2.4853882789611816
99th percentile: 2.558337688446045
mean time: 2.0543107986450195
Pipeline stage StressChecker completed in 11.88s
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 0.71s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_53604_v6 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 3011.45s
Shutdown handler de-registered
chaiml-1105-quang-ir-mi_53604_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-1105-quang-ir-mi_53604_v6 status is now torndown due to DeploymentManager action