chaiml-1114-quang-ir-cl_63227

developer_uid: chai_backend_admin

submission_id: chaiml-1114-quang-ir-cl_63227_v1

model_name: training123

model_group: ChaiML/1114-quang-ir-cld

status: torndown

timestamp: 2025-11-18T02:21:23+00:00

num_battles: 6567

num_wins: 3534

celo_rating: 1309.62

family_friendly_score: 0.4558

family_friendly_standard_error: 0.00704338498166897

submission_type: basic

model_repo: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b002-dporm_mult25k_0164642ep_3e5cs

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': 0.3788084810373903, 'latency_mean': 2.6397321724891665, 'latency_p50': 2.6336424350738525, 'latency_p90': 2.8822438716888428}, {'batch_size': 2, 'throughput': 0.5715681436336306, 'latency_mean': 3.4920834422111513, 'latency_p50': 3.511014223098755, 'latency_p90': 3.7908682107925413}, {'batch_size': 3, 'throughput': 0.6999369016905149, 'latency_mean': 4.275407137870789, 'latency_p50': 4.28365170955658, 'latency_p90': 4.599196147918701}, {'batch_size': 4, 'throughput': 0.800444773814643, 'latency_mean': 4.9839145219326015, 'latency_p50': 4.975453615188599, 'latency_p90': 5.631683802604675}, {'batch_size': 5, 'throughput': 0.8555464461965373, 'latency_mean': 5.802331595420838, 'latency_p50': 5.768291711807251, 'latency_p90': 6.435293745994567}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b002-dporm_mult25k_0164642ep_3e5cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.61

us_pacific_date: 2025-11-14

win_ratio: 0.5381452718136135

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': ['</s>', 'You:', '\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-1114-quang-ir-cl-63227-v1-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-63227-v1-mkmlizer to finish
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║                                                                     ║
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chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: Downloaded to shared memory in 85.087s
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b002-dporm_mult25k_0164642ep_3e5cs already exists in ChaiML
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpvqtd8zxm, device:0
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: quantized model in 41.415s
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b002-dporm_mult25k_0164642ep_3e5cs in 126.503s
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-63227-v1/nvidia
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-63227-v1/nvidia/config.json
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-63227-v1/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-63227-v1/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-63227-v1/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-63227-v1/nvidia/flywheel_model.0.safetensors
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-63227-v1/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-63227-v1-mkmlizer: 
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Job chaiml-1114-quang-ir-cl-63227-v1-mkmlizer completed after 176.22s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-63227-v1-mkmlizer
Pipeline stage MKMLizer completed in 177.26s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1114-quang-ir-cl-63227-v1
Waiting for inference service chaiml-1114-quang-ir-cl-63227-v1 to be ready
Inference service chaiml-1114-quang-ir-cl-63227-v1 ready after 161.1362602710724s
Pipeline stage MKMLDeployer completed in 161.67s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.6339080333709717s
Received healthy response to inference request in 2.482825994491577s
Received healthy response to inference request in 2.324331283569336s
Received healthy response to inference request in 2.7077674865722656s
Received healthy response to inference request in 2.091693162918091s
5 requests
0 failed requests
5th percentile: 2.13822078704834
10th percentile: 2.184748411178589
20th percentile: 2.277803659439087
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90th percentile: 2.678223705291748
95th percentile: 2.6929955959320067
99th percentile: 2.7048131084442137
mean time: 2.4481051921844483
Pipeline stage StressChecker completed in 13.86s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 1.10s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2968.06s
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chaiml-1114-quang-ir-cl_63227_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1114-quang-ir-cl_63227_v1 status is now torndown due to DeploymentManager action