developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_12440_v6
model_name: chaiml-mn24b-v2preferwi_12440_v6
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T05:54:10+00:00
num_battles: 5922
num_wins: 3210
celo_rating: 1288.86
family_friendly_score: 0.5127999999999999
family_friendly_standard_error: 0.007068750384615374
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': 0.5434263952015476, 'latency_mean': 1.8400768733024597, 'latency_p50': 1.8389370441436768, 'latency_p90': 2.0402212142944336}, {'batch_size': 3, 'throughput': 1.097437496355795, 'latency_mean': 2.7270327389240263, 'latency_p50': 2.724562168121338, 'latency_p90': 3.0432298898696897}, {'batch_size': 5, 'throughput': 1.413336447749749, 'latency_mean': 3.5237252593040465, 'latency_p50': 3.4965239763259888, 'latency_p90': 3.9982275009155273}, {'batch_size': 6, 'throughput': 1.5114327092767452, 'latency_mean': 3.9391095852851867, 'latency_p50': 3.936178684234619, 'latency_p90': 4.469053864479065}, {'batch_size': 8, 'throughput': 1.6656789742115072, 'latency_mean': 4.764716899394989, 'latency_p50': 4.830407977104187, 'latency_p90': 5.294717144966126}, {'batch_size': 10, 'throughput': 1.719021599315915, 'latency_mean': 5.746958842277527, 'latency_p50': 5.734637022018433, 'latency_p90': 6.549817395210266}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_12440_v6
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-17
win_ratio: 0.5420466058763931
generation_params: {'temperature': 0.6, '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-12440-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-12440-v6-mkmlizer to finish
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: Downloaded to shared memory in 55.033s
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpe6_tiddi, device:0
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: quantized model in 290.852s
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune6 in 345.885s
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v6/nvidia
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v6/nvidia/config.json
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v6/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-12440-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-12440-v6-mkmlizer completed after 427.12s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-12440-v6-mkmlizer
Pipeline stage MKMLizer completed in 427.61s
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-12440-v6
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v6 to be ready
Inference service chaiml-mn24b-v2preferwi-12440-v6 ready after 60.594040632247925s
Pipeline stage MKMLDeployer completed in 61.15s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1867902278900146s
Received healthy response to inference request in 1.6651675701141357s
Received healthy response to inference request in 1.6663343906402588s
Received healthy response to inference request in 1.649916172027588s
Received healthy response to inference request in 1.8107671737670898s
5 requests
0 failed requests
5th percentile: 1.6529664516448974
10th percentile: 1.656016731262207
20th percentile: 1.6621172904968262
30th percentile: 1.6654009342193603
40th percentile: 1.6658676624298097
50th percentile: 1.6663343906402588
60th percentile: 1.7241075038909912
70th percentile: 1.7818806171417236
80th percentile: 1.8859717845916748
90th percentile: 2.0363810062408447
95th percentile: 2.1115856170654297
99th percentile: 2.171749305725098
mean time: 1.7957951068878173
Pipeline stage StressChecker completed in 11.11s
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 0.70s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v6 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 2691.27s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_12440_v6 status is now torndown due to DeploymentManager action