developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_88311_v5
model_name: chaiml-mn24b-v2preferwi_88311_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:45:10+00:00
num_battles: 5762
num_wins: 3077
celo_rating: 1286.15
family_friendly_score: 0.5065999999999999
family_friendly_standard_error: 0.0070704517536010385
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune3
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': 0.5425012998457404, 'latency_mean': 1.8431877601146698, 'latency_p50': 1.8397141695022583, 'latency_p90': 2.0472949743270874}, {'batch_size': 3, 'throughput': 1.099232539048929, 'latency_mean': 2.7221836006641387, 'latency_p50': 2.7244250774383545, 'latency_p90': 3.0262447595596313}, {'batch_size': 5, 'throughput': 1.4114510656972872, 'latency_mean': 3.522997339963913, 'latency_p50': 3.489531993865967, 'latency_p90': 3.9291308164596557}, {'batch_size': 6, 'throughput': 1.4995862957728947, 'latency_mean': 3.9718906807899477, 'latency_p50': 4.018759489059448, 'latency_p90': 4.467541265487671}, {'batch_size': 8, 'throughput': 1.6708736413421141, 'latency_mean': 4.747235245704651, 'latency_p50': 4.766171455383301, 'latency_p90': 5.357679128646851}, {'batch_size': 10, 'throughput': 1.7573190721431184, 'latency_mean': 5.655283033847809, 'latency_p50': 5.658293604850769, 'latency_p90': 6.4387236595153805}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_88311_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-17
win_ratio: 0.5340159666782367
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-v2preferwi-88311-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-88311-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: Downloaded to shared memory in 68.421s
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvb5ogcta, device:0
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: quantized model in 288.666s
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune3 in 357.088s
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v5/nvidia
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-88311-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-88311-v5-mkmlizer completed after 429.14s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-88311-v5-mkmlizer
Pipeline stage MKMLizer completed in 429.63s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-88311-v5
Waiting for inference service chaiml-mn24b-v2preferwi-88311-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-88311-v5 ready after 50.22473359107971s
Pipeline stage MKMLDeployer completed in 50.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.313987970352173s
Received healthy response to inference request in 1.8592565059661865s
Received healthy response to inference request in 1.6128065586090088s
Received healthy response to inference request in 1.6960604190826416s
Received healthy response to inference request in 1.5333888530731201s
5 requests
0 failed requests
5th percentile: 1.549272394180298
10th percentile: 1.5651559352874755
20th percentile: 1.596923017501831
30th percentile: 1.6294573307037354
40th percentile: 1.6627588748931885
50th percentile: 1.6960604190826416
60th percentile: 1.7613388538360595
70th percentile: 1.8266172885894776
80th percentile: 1.9502027988433839
90th percentile: 2.132095384597778
95th percentile: 2.2230416774749755
99th percentile: 2.2957987117767336
mean time: 1.803100061416626
Pipeline stage StressChecker completed in 10.39s
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 0.66s
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 0.84s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_88311_v5 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 2624.23s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_88311_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_88311_v5 status is now torndown due to DeploymentManager action