developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_46148_v4
model_name: chaiml-mn24b-v2preferwi_46148_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:03:26+00:00
num_battles: 5557
num_wins: 2890
celo_rating: 1273.06
family_friendly_score: 0.6048
family_friendly_standard_error: 0.006913999710731843
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune1
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5458037655776975, 'latency_mean': 1.8320394706726075, 'latency_p50': 1.8215949535369873, 'latency_p90': 2.0344215869903564}, {'batch_size': 3, 'throughput': 1.1153576073259632, 'latency_mean': 2.674640965461731, 'latency_p50': 2.659546136856079, 'latency_p90': 2.944666838645935}, {'batch_size': 5, 'throughput': 1.4138590373737638, 'latency_mean': 3.512423210144043, 'latency_p50': 3.530413031578064, 'latency_p90': 4.0159402847290036}, {'batch_size': 6, 'throughput': 1.5302837159648879, 'latency_mean': 3.882457481622696, 'latency_p50': 3.8591889142990112, 'latency_p90': 4.474107789993286}, {'batch_size': 8, 'throughput': 1.6639263823781816, 'latency_mean': 4.774259951114654, 'latency_p50': 4.800216436386108, 'latency_p90': 5.4154924869537355}, {'batch_size': 10, 'throughput': 1.741787548889905, 'latency_mean': 5.702577303647995, 'latency_p50': 5.7375510931015015, 'latency_p90': 6.5211618661880495}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_46148_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-16
win_ratio: 0.5200647831563794
generation_params: {'temperature': 0.75, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-mn24b-v2preferwi-46148-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-46148-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: Downloaded to shared memory in 59.398s
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphp7588du, device:0
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: quantized model in 288.860s
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune1 in 348.258s
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v4/nvidia
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-46148-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-46148-v4-mkmlizer completed after 449.51s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-46148-v4-mkmlizer
Pipeline stage MKMLizer completed in 450.23s
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-mn24b-v2preferwi-46148-v4
Waiting for inference service chaiml-mn24b-v2preferwi-46148-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-46148-v4 ready after 60.81313157081604s
Pipeline stage MKMLDeployer completed in 61.46s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4210147857666016s
Received healthy response to inference request in 1.8761727809906006s
Received healthy response to inference request in 2.3537940979003906s
Received healthy response to inference request in 1.6185567378997803s
Received healthy response to inference request in 1.6825897693634033s
5 requests
0 failed requests
5th percentile: 1.4605231761932373
10th percentile: 1.5000315666198731
20th percentile: 1.5790483474731445
30th percentile: 1.6313633441925048
40th percentile: 1.6569765567779542
50th percentile: 1.6825897693634033
60th percentile: 1.7600229740142823
70th percentile: 1.837456178665161
80th percentile: 1.9716970443725588
90th percentile: 2.1627455711364747
95th percentile: 2.2582698345184324
99th percentile: 2.334689245223999
mean time: 1.7904256343841554
Pipeline stage StressChecker completed in 10.78s
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 0.77s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46148_v4 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 2565.77s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46148_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_46148_v4 status is now torndown due to DeploymentManager action