chaiml-1113-quang-ir-cl_24612

developer_uid: chai_backend_admin

submission_id: chaiml-1113-quang-ir-cl_24612_v1

model_name: training123

model_group: ChaiML/1113-quang-ir-cld

status: torndown

timestamp: 2025-11-16T11:21:34+00:00

num_battles: 6090

num_wins: 3127

celo_rating: 1291.31

family_friendly_score: 0.5336000000000001

family_friendly_standard_error: 0.007055083840749166

submission_type: basic

model_repo: ChaiML/1113-quang-ir-cld-freev2-rm-f5000-dporm_freev22rm_0164642ep_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': 0.3813755847698833, 'latency_mean': 2.6219876289367674, 'latency_p50': 2.6180644035339355, 'latency_p90': 2.8970579385757445}, {'batch_size': 2, 'throughput': 0.5639486678097215, 'latency_mean': 3.5392492377758025, 'latency_p50': 3.495368480682373, 'latency_p90': 3.918960976600647}, {'batch_size': 3, 'throughput': 0.6905791259306205, 'latency_mean': 4.325016119480133, 'latency_p50': 4.328155755996704, 'latency_p90': 5.028784322738647}, {'batch_size': 4, 'throughput': 0.7816213616006865, 'latency_mean': 5.093376760482788, 'latency_p50': 5.0778340101242065, 'latency_p90': 5.6699333667755125}, {'batch_size': 5, 'throughput': 0.8396578569759444, 'latency_mean': 5.931229721307755, 'latency_p50': 5.933488607406616, 'latency_p90': 6.664288854598999}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1113-quang-ir-cld-freev2-rm-f5000-dporm_freev22rm_0164642ep_4e6cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.6

us_pacific_date: 2025-11-13

win_ratio: 0.5134646962233169

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', '</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-1113-quang-ir-cl-24612-v1-mkmlizer
Waiting for job on chaiml-1113-quang-ir-cl-24612-v1-mkmlizer to finish
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║                                                                     ║
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chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ║                                                                     ║
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: Downloaded to shared memory in 61.836s
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: Checking if ChaiML/1113-quang-ir-cld-freev2-rm-f5000-dporm_freev22rm_0164642ep_4e6cs already exists in ChaiML
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8vuqm1ah, device:0
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: quantized model in 41.694s
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: Processed model ChaiML/1113-quang-ir-cld-freev2-rm-f5000-dporm_freev22rm_0164642ep_4e6cs in 103.531s
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-24612-v1/nvidia
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-24612-v1/nvidia/special_tokens_map.json
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-24612-v1/nvidia/tokenizer_config.json
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-24612-v1/nvidia/config.json
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-24612-v1/nvidia/tokenizer.json
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-24612-v1/nvidia/flywheel_model.1.safetensors
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1113-quang-ir-cl-24612-v1/nvidia/flywheel_model.0.safetensors
chaiml-1113-quang-ir-cl-24612-v1-mkmlizer: 
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Job chaiml-1113-quang-ir-cl-24612-v1-mkmlizer completed after 174.71s with status: succeeded
Stopping job with name chaiml-1113-quang-ir-cl-24612-v1-mkmlizer
Pipeline stage MKMLizer completed in 175.19s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1113-quang-ir-cl-24612-v1
Waiting for inference service chaiml-1113-quang-ir-cl-24612-v1 to be ready
Inference service chaiml-1113-quang-ir-cl-24612-v1 ready after 150.583660364151s
Pipeline stage MKMLDeployer completed in 151.12s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.602374792098999s
Received healthy response to inference request in 2.111909866333008s
Received healthy response to inference request in 2.3927910327911377s
Received healthy response to inference request in 2.1042232513427734s
Received healthy response to inference request in 2.169613838195801s
5 requests
0 failed requests
5th percentile: 2.1057605743408203
10th percentile: 2.107297897338867
20th percentile: 2.110372543334961
30th percentile: 2.1234506607055663
40th percentile: 2.1465322494506838
50th percentile: 2.169613838195801
60th percentile: 2.2588847160339354
70th percentile: 2.3481555938720704
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90th percentile: 2.5185412883758547
95th percentile: 2.560458040237427
99th percentile: 2.5939914417266845
mean time: 2.2761825561523437
Pipeline stage StressChecker completed in 12.95s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.63s
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chaiml-1113-quang-ir-cl_24612_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3116.37s
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chaiml-1113-quang-ir-cl_24612_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1113-quang-ir-cl_24612_v1 status is now torndown due to DeploymentManager action