developer_uid: qdv206
submission_id: chaiml-1114-quang-ir-cl_79252_v2
model_name: training123
model_group: ChaiML/1114-quang-ir-cld
status: torndown
timestamp: 2025-11-17T17:21:39+00:00
num_battles: 5698
num_wins: 3073
celo_rating: 1308.45
family_friendly_score: 0.47540000000000004
family_friendly_standard_error: 0.007062504371680063
submission_type: basic
model_repo: ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_3e5ct
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': 0.46201598080172596, 'latency_mean': 2.164298998117447, 'latency_p50': 2.177223324775696, 'latency_p90': 2.376579928398132}, {'batch_size': 2, 'throughput': 0.683077631696364, 'latency_mean': 2.922210533618927, 'latency_p50': 2.9245792627334595, 'latency_p90': 3.1378973007202147}, {'batch_size': 3, 'throughput': 0.8190507879829615, 'latency_mean': 3.652225606441498, 'latency_p50': 3.6502134799957275, 'latency_p90': 3.9570623874664306}, {'batch_size': 4, 'throughput': 0.9188902859835982, 'latency_mean': 4.3295901024341585, 'latency_p50': 4.341399431228638, 'latency_p90': 5.02214744091034}, {'batch_size': 5, 'throughput': 0.9803375922026693, 'latency_mean': 5.069028180837631, 'latency_p50': 5.059612035751343, 'latency_p90': 5.869582867622375}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_3e5ct
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-14
win_ratio: 0.5393120393120393
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': ['You:', '\n', '####', '</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-1114-quang-ir-cl-79252-v2-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-79252-v2-mkmlizer to finish
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chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║                                                                     ║
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chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: Downloaded to shared memory in 48.189s
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_3e5ct already exists in ChaiML
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmfj5_d87, device:0
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-1114-quang-ir-cl-79252-v2-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-1114-quang-ir-cl-79252-v2-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-79252-v2-mkmlizer to finish
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chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║                                                                     ║
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chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: Downloaded to shared memory in 52.797s
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_3e5ct already exists in ChaiML
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjfpax6_9, device:0
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: quantized model in 286.062s
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_3e5ct in 338.860s
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-79252-v2/nvidia
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-79252-v2/nvidia/config.json
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-79252-v2/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-79252-v2/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-79252-v2/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-79252-v2/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-79252-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-79252-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1114-quang-ir-cl-79252-v2-mkmlizer completed after 411.82s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-79252-v2-mkmlizer
Pipeline stage MKMLizer completed in 547.03s
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-1114-quang-ir-cl-79252-v2
Waiting for inference service chaiml-1114-quang-ir-cl-79252-v2 to be ready
Inference service chaiml-1114-quang-ir-cl-79252-v2 ready after 151.01691460609436s
Pipeline stage MKMLDeployer completed in 151.91s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6701338291168213s
Received healthy response to inference request in 2.0667898654937744s
Received healthy response to inference request in 1.9906322956085205s
Received healthy response to inference request in 1.7312331199645996s
Received healthy response to inference request in 1.830096960067749s
5 requests
0 failed requests
5th percentile: 1.7510058879852295
10th percentile: 1.7707786560058594
20th percentile: 1.8103241920471191
30th percentile: 1.8622040271759033
40th percentile: 1.926418161392212
50th percentile: 1.9906322956085205
60th percentile: 2.021095323562622
70th percentile: 2.0515583515167237
80th percentile: 2.1874586582183837
90th percentile: 2.4287962436676027
95th percentile: 2.549465036392212
99th percentile: 2.6460000705718993
mean time: 2.057777214050293
Pipeline stage StressChecker completed in 11.99s
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 0.73s
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 0.69s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_79252_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 2873.36s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_79252_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1114-quang-ir-cl_79252_v2 status is now torndown due to DeploymentManager action