chaiml-1113-quang-ir-cl_63722

developer_uid: chai_backend_admin

submission_id: chaiml-1113-quang-ir-cl_63722_v1

model_name: training123

model_group: ChaiML/1113-quang-ir-cld

status: torndown

timestamp: 2025-11-16T10:36:37+00:00

num_battles: 5351

num_wins: 2745

celo_rating: 1296.52

family_friendly_score: 0.5376000000000001

family_friendly_standard_error: 0.007051045879867752

submission_type: basic

model_repo: ChaiML/1113-quang-ir-cld-freev2-rm-f5000-dporm_freev22rm_0164641ep_4e6cs

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': 0.3761732378216435, 'latency_mean': 2.6582518231868746, 'latency_p50': 2.66194486618042, 'latency_p90': 2.9229792833328245}, {'batch_size': 2, 'throughput': 0.5534140551279172, 'latency_mean': 3.6018213987350465, 'latency_p50': 3.6240795850753784, 'latency_p90': 3.9027008533477785}, {'batch_size': 3, 'throughput': 0.6795255905921177, 'latency_mean': 4.402345402240753, 'latency_p50': 4.4142690896987915, 'latency_p90': 4.801992154121399}, {'batch_size': 4, 'throughput': 0.7666482347800485, 'latency_mean': 5.192566306591034, 'latency_p50': 5.196590065956116, 'latency_p90': 5.7903748750686646}, {'batch_size': 5, 'throughput': 0.816679254084126, 'latency_mean': 6.088553501367569, 'latency_p50': 6.09138286113739, 'latency_p90': 6.983843183517456}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1113-quang-ir-cld-freev2-rm-f5000-dporm_freev22rm_0164641ep_4e6cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.57

us_pacific_date: 2025-11-13

win_ratio: 0.5129882264997196

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': ['\n', '####', 'You:', '</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-1113-quang-ir-cl-63722-v1-mkmlizer
Waiting for job on chaiml-1113-quang-ir-cl-63722-v1-mkmlizer to finish
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║                                                                     ║
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chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: Downloaded to shared memory in 95.655s
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: Checking if ChaiML/1113-quang-ir-cld-freev2-rm-f5000-dporm_freev22rm_0164641ep_4e6cs already exists in ChaiML
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8d7496vc, device:0
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: quantized model in 42.163s
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: Processed model ChaiML/1113-quang-ir-cld-freev2-rm-f5000-dporm_freev22rm_0164641ep_4e6cs in 137.819s
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-63722-v1/nvidia
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-63722-v1/nvidia/config.json
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-63722-v1/nvidia/special_tokens_map.json
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-63722-v1/nvidia/tokenizer_config.json
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-63722-v1/nvidia/flywheel_model.1.safetensors
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-63722-v1/nvidia/flywheel_model.0.safetensors
chaiml-1113-quang-ir-cl-63722-v1-mkmlizer: 
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Job chaiml-1113-quang-ir-cl-63722-v1-mkmlizer completed after 195.67s with status: succeeded
Stopping job with name chaiml-1113-quang-ir-cl-63722-v1-mkmlizer
Pipeline stage MKMLizer completed in 196.19s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1113-quang-ir-cl-63722-v1
Waiting for inference service chaiml-1113-quang-ir-cl-63722-v1 to be ready
Inference service chaiml-1113-quang-ir-cl-63722-v1 ready after 150.8283610343933s
Pipeline stage MKMLDeployer completed in 151.40s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3779706954956055s
Received healthy response to inference request in 2.1271371841430664s
Received healthy response to inference request in 2.3013577461242676s
Received healthy response to inference request in 2.780595064163208s
Received healthy response to inference request in 2.288383960723877s
5 requests
0 failed requests
5th percentile: 2.1593865394592284
10th percentile: 2.1916358947753904
20th percentile: 2.256134605407715
30th percentile: 2.290978717803955
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50th percentile: 2.3013577461242676
60th percentile: 2.3320029258728026
70th percentile: 2.362648105621338
80th percentile: 2.458495569229126
90th percentile: 2.619545316696167
95th percentile: 2.7000701904296873
99th percentile: 2.764490089416504
mean time: 2.375088930130005
Pipeline stage StressChecker completed in 13.27s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.97s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3040.09s
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chaiml-1113-quang-ir-cl_63722_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1113-quang-ir-cl_63722_v1 status is now torndown due to DeploymentManager action