developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_87423_v4
model_name: chaiml-mn24b-v2preferwi_87423_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:51:16+00:00
num_battles: 5484
num_wins: 2864
celo_rating: 1283.1
family_friendly_score: 0.5232
family_friendly_standard_error: 0.007063451847361883
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune4
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': 0.5401151877630564, 'latency_mean': 1.8513323080539703, 'latency_p50': 1.853705644607544, 'latency_p90': 2.0375218629837035}, {'batch_size': 3, 'throughput': 1.1087778589060253, 'latency_mean': 2.6982581675052644, 'latency_p50': 2.7175899744033813, 'latency_p90': 3.095649003982544}, {'batch_size': 5, 'throughput': 1.437902148464354, 'latency_mean': 3.4574918401241304, 'latency_p50': 3.4810478687286377, 'latency_p90': 3.8054550647735597}, {'batch_size': 6, 'throughput': 1.5424290493197075, 'latency_mean': 3.8791355156898497, 'latency_p50': 3.902093291282654, 'latency_p90': 4.355943417549133}, {'batch_size': 8, 'throughput': 1.6923592142407426, 'latency_mean': 4.687103569507599, 'latency_p50': 4.6568169593811035, 'latency_p90': 5.298995518684388}, {'batch_size': 10, 'throughput': 1.7659853091071436, 'latency_mean': 5.612710753679275, 'latency_p50': 5.620737910270691, 'latency_p90': 6.330489706993103}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_87423_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-17
win_ratio: 0.5222465353756383
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-87423-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-87423-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: Downloaded to shared memory in 53.876s
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpo_f0ogi6, device:0
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: quantized model in 288.024s
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune4 in 341.900s
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v4/nvidia
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-87423-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-87423-v4-mkmlizer completed after 457.71s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-87423-v4-mkmlizer
Pipeline stage MKMLizer completed in 458.98s
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-87423-v4
Waiting for inference service chaiml-mn24b-v2preferwi-87423-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-87423-v4 ready after 40.21493124961853s
Pipeline stage MKMLDeployer completed in 40.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1206977367401123s
Received healthy response to inference request in 1.369649887084961s
Received healthy response to inference request in 2.059537410736084s
Received healthy response to inference request in 1.4129817485809326s
Received healthy response to inference request in 2.3726680278778076s
5 requests
0 failed requests
5th percentile: 1.3783162593841554
10th percentile: 1.3869826316833496
20th percentile: 1.4043153762817382
30th percentile: 1.542292881011963
40th percentile: 1.8009151458740236
50th percentile: 2.059537410736084
60th percentile: 2.0840015411376953
70th percentile: 2.1084656715393066
80th percentile: 2.1710917949676514
90th percentile: 2.2718799114227295
95th percentile: 2.3222739696502686
99th percentile: 2.3625892162323
mean time: 1.8671069622039795
Pipeline stage StressChecker completed in 11.42s
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 0.72s
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 0.77s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87423_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 2671.23s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87423_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_87423_v4 status is now torndown due to DeploymentManager action