developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_35842_v2
model_name: chaiml-mn24b-v2preferwi_35842_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-11T22:26:38+00:00
num_battles: 6312
num_wins: 3237
celo_rating: 1270.4
family_friendly_score: 0.5696
family_friendly_standard_error: 0.007002225931801972
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_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': 0.5471431997404078, 'latency_mean': 1.8275773954391479, 'latency_p50': 1.8192464113235474, 'latency_p90': 2.038735866546631}, {'batch_size': 3, 'throughput': 1.1090302451056568, 'latency_mean': 2.6956341528892516, 'latency_p50': 2.668355941772461, 'latency_p90': 2.980835294723511}, {'batch_size': 5, 'throughput': 1.4407159981052489, 'latency_mean': 3.4519570195674896, 'latency_p50': 3.4408074617385864, 'latency_p90': 3.83888943195343}, {'batch_size': 6, 'throughput': 1.5356266760707282, 'latency_mean': 3.8859881782531738, 'latency_p50': 3.904711127281189, 'latency_p90': 4.458538675308228}, {'batch_size': 8, 'throughput': 1.699315392048517, 'latency_mean': 4.677103487253189, 'latency_p50': 4.695387482643127, 'latency_p90': 5.277948594093322}, {'batch_size': 10, 'throughput': 1.7807819438198202, 'latency_mean': 5.577649973630905, 'latency_p50': 5.5708653926849365, 'latency_p90': 6.372955060005188}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_35842_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-11
win_ratio: 0.5128326996197718
generation_params: {'temperature': 0.65, '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': '{prompt}\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-35842-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-35842-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: Downloaded to shared memory in 113.389s
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_gl9rouy, device:0
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: quantized model in 289.768s
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune4 in 403.158s
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v2/nvidia
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-35842-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35842-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-35842-v2-mkmlizer completed after 509.6s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-35842-v2-mkmlizer
Pipeline stage MKMLizer completed in 510.12s
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-35842-v2
Waiting for inference service chaiml-mn24b-v2preferwi-35842-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-35842-v2 ready after 40.35359025001526s
Pipeline stage MKMLDeployer completed in 40.92s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.151672124862671s
Received healthy response to inference request in 1.6746056079864502s
Received healthy response to inference request in 1.7773711681365967s
Received healthy response to inference request in 1.7115535736083984s
Received healthy response to inference request in 1.7236013412475586s
5 requests
0 failed requests
5th percentile: 1.6819952011108399
10th percentile: 1.6893847942352296
20th percentile: 1.7041639804840087
30th percentile: 1.7139631271362306
40th percentile: 1.7187822341918946
50th percentile: 1.7236013412475586
60th percentile: 1.7451092720031738
70th percentile: 1.766617202758789
80th percentile: 1.8522313594818116
90th percentile: 2.001951742172241
95th percentile: 2.076811933517456
99th percentile: 2.136700086593628
mean time: 1.807760763168335
Pipeline stage StressChecker completed in 10.38s
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 0.71s
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 1.22s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35842_v2 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 2748.11s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35842_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_35842_v2 status is now torndown due to DeploymentManager action