developer_uid: qdv206
submission_id: chaiml-1107-quang-ir-mi_74661_v2
model_name: training123
model_group: ChaiML/1107-quang-ir-mix
status: torndown
timestamp: 2025-11-11T07:21:45+00:00
num_battles: 6736
num_wins: 3279
celo_rating: 1281.5
family_friendly_score: 0.5107999999999999
family_friendly_standard_error: 0.007069418080719233
submission_type: basic
model_repo: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult25k_0164641ep_2e6ct
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': 0.4644573998156237, 'latency_mean': 2.152954162359238, 'latency_p50': 2.1469696760177612, 'latency_p90': 2.3641828060150147}, {'batch_size': 2, 'throughput': 0.6826878384343644, 'latency_mean': 2.9292536437511445, 'latency_p50': 2.905757188796997, 'latency_p90': 3.20546395778656}, {'batch_size': 3, 'throughput': 0.8151806000014054, 'latency_mean': 3.660988383293152, 'latency_p50': 3.6445279121398926, 'latency_p90': 4.047601628303528}, {'batch_size': 4, 'throughput': 0.9142002282185364, 'latency_mean': 4.361921215057373, 'latency_p50': 4.368957281112671, 'latency_p90': 4.8578088760375975}, {'batch_size': 5, 'throughput': 0.9744252845768137, 'latency_mean': 5.119012389183045, 'latency_p50': 5.127956748008728, 'latency_p90': 5.861933755874634}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult25k_0164641ep_2e6ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-07
win_ratio: 0.4867874109263658
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:', '</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-1107-quang-ir-mi-74661-v2-mkmlizer
Waiting for job on chaiml-1107-quang-ir-mi-74661-v2-mkmlizer to finish
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║                                                                     ║
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chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ║                                                                     ║
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: Downloaded to shared memory in 49.468s
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: Checking if ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult25k_0164641ep_2e6ct already exists in ChaiML
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq6ost1ae, device:0
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: quantized model in 285.409s
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: Processed model ChaiML/1107-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_mult25k_0164641ep_2e6ct in 334.877s
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v2/nvidia/config.json
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v2/nvidia/special_tokens_map.json
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v2/nvidia/tokenizer_config.json
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v2/nvidia/tokenizer.json
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v2/nvidia/flywheel_model.1.safetensors
chaiml-1107-quang-ir-mi-74661-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1107-quang-ir-mi-74661-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1107-quang-ir-mi-74661-v2-mkmlizer completed after 388.04s with status: succeeded
Stopping job with name chaiml-1107-quang-ir-mi-74661-v2-mkmlizer
Pipeline stage MKMLizer completed in 388.57s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1107-quang-ir-mi-74661-v2
Waiting for inference service chaiml-1107-quang-ir-mi-74661-v2 to be ready
Inference service chaiml-1107-quang-ir-mi-74661-v2 ready after 171.17771530151367s
Pipeline stage MKMLDeployer completed in 171.74s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0401604175567627s
Received healthy response to inference request in 2.653179883956909s
Received healthy response to inference request in 1.7992877960205078s
Received healthy response to inference request in 2.293367385864258s
Received healthy response to inference request in 1.6795690059661865s
5 requests
0 failed requests
5th percentile: 1.7035127639770509
10th percentile: 1.727456521987915
20th percentile: 1.7753440380096435
30th percentile: 1.8474623203277587
40th percentile: 1.9438113689422607
50th percentile: 2.0401604175567627
60th percentile: 2.141443204879761
70th percentile: 2.2427259922027587
80th percentile: 2.365329885482788
90th percentile: 2.509254884719849
95th percentile: 2.581217384338379
99th percentile: 2.6387873840332032
mean time: 2.093112897872925
Pipeline stage StressChecker completed in 12.10s
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 0.75s
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 0.82s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_74661_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 2859.21s
Shutdown handler de-registered
chaiml-1107-quang-ir-mi_74661_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1107-quang-ir-mi_74661_v2 status is now torndown due to DeploymentManager action