developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferw_12440_v10
model_name: chaiml-mn24b-v2preferw_12440_v10
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T05:55:56+00:00
num_battles: 5702
num_wins: 2981
celo_rating: 1279.56
family_friendly_score: 0.5084
family_friendly_standard_error: 0.007070069872356284
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune6
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': 0.5496143127203733, 'latency_mean': 1.8193334984779357, 'latency_p50': 1.8113592863082886, 'latency_p90': 2.009176564216614}, {'batch_size': 3, 'throughput': 1.1155259640195812, 'latency_mean': 2.6728658401966094, 'latency_p50': 2.6920400857925415, 'latency_p90': 2.9659101009368896}, {'batch_size': 5, 'throughput': 1.4363564219774096, 'latency_mean': 3.4562899708747863, 'latency_p50': 3.4279216527938843, 'latency_p90': 3.835886931419372}, {'batch_size': 6, 'throughput': 1.5485681313171527, 'latency_mean': 3.8586237609386442, 'latency_p50': 3.8551764488220215, 'latency_p90': 4.446730732917786}, {'batch_size': 8, 'throughput': 1.6999045899416734, 'latency_mean': 4.672501085996628, 'latency_p50': 4.664156436920166, 'latency_p90': 5.307652068138123}, {'batch_size': 10, 'throughput': 1.769108124727078, 'latency_mean': 5.615565061569214, 'latency_p50': 5.61448860168457, 'latency_p90': 6.315032339096069}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferw_12440_v10
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-17
win_ratio: 0.5227990178884602
generation_params: {'temperature': 0.8, '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-v2preferw-12440-v10-mkmlizer
Waiting for job on chaiml-mn24b-v2preferw-12440-v10-mkmlizer to finish
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: Downloaded to shared memory in 41.726s
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune6 already exists in ChaiML
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcc190bvf, device:0
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: quantized model in 288.358s
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune6 in 330.085s
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-12440-v10/nvidia
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-12440-v10/nvidia/config.json
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-12440-v10/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-12440-v10/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-12440-v10/nvidia/tokenizer.json
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-12440-v10/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferw-12440-v10/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferw-12440-v10-mkmlizer: 
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Job chaiml-mn24b-v2preferw-12440-v10-mkmlizer completed after 407.7s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferw-12440-v10-mkmlizer
Pipeline stage MKMLizer completed in 408.20s
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-v2preferw-12440-v10
Waiting for inference service chaiml-mn24b-v2preferw-12440-v10 to be ready
Inference service chaiml-mn24b-v2preferw-12440-v10 ready after 60.23125910758972s
Pipeline stage MKMLDeployer completed in 60.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8208394050598145s
Received healthy response to inference request in 1.4920880794525146s
Received healthy response to inference request in 1.9022531509399414s
Received healthy response to inference request in 1.7878344058990479s
Received healthy response to inference request in 1.6502606868743896s
5 requests
0 failed requests
5th percentile: 1.5237226009368896
10th percentile: 1.5553571224212646
20th percentile: 1.6186261653900147
30th percentile: 1.6777754306793213
40th percentile: 1.7328049182891845
50th percentile: 1.7878344058990479
60th percentile: 1.8010364055633545
70th percentile: 1.8142384052276612
80th percentile: 1.8371221542358398
90th percentile: 1.8696876525878907
95th percentile: 1.885970401763916
99th percentile: 1.8989966011047363
mean time: 1.7306551456451416
Pipeline stage StressChecker completed in 10.41s
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 0.80s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferw_12440_v10 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 2684.11s
Shutdown handler de-registered
chaiml-mn24b-v2preferw_12440_v10 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferw_12440_v10 status is now torndown due to DeploymentManager action