developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_23017_v3
model_name: chaiml-mn24b-v2preferwi_23017_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T23:32:15+00:00
num_battles: 6677
num_wins: 3529
celo_rating: 1272.26
family_friendly_score: 0.594
family_friendly_standard_error: 0.006944983801277006
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_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': 0.5522572986987331, 'latency_mean': 1.8106236565113067, 'latency_p50': 1.8191479444503784, 'latency_p90': 2.006658983230591}, {'batch_size': 3, 'throughput': 1.1122775197308443, 'latency_mean': 2.6890738916397097, 'latency_p50': 2.6993426084518433, 'latency_p90': 2.9562856674194338}, {'batch_size': 5, 'throughput': 1.4548218904010386, 'latency_mean': 3.4141236329078675, 'latency_p50': 3.387268900871277, 'latency_p90': 3.853762722015381}, {'batch_size': 6, 'throughput': 1.5562887409286565, 'latency_mean': 3.833988219499588, 'latency_p50': 3.809565305709839, 'latency_p90': 4.371899795532227}, {'batch_size': 8, 'throughput': 1.718520813598349, 'latency_mean': 4.622572883367538, 'latency_p50': 4.586205244064331, 'latency_p90': 5.3134921312332155}, {'batch_size': 10, 'throughput': 1.797658787710824, 'latency_mean': 5.513549910783768, 'latency_p50': 5.515685319900513, 'latency_p90': 6.247436547279358}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_23017_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-16
win_ratio: 0.5285307772951925
generation_params: {'temperature': 0.7, '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-23017-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-23017-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: Downloaded to shared memory in 69.948s
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpusmt4qe6, device:0
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: quantized model in 289.171s
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6 in 359.119s
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v3/nvidia
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-23017-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-23017-v3-mkmlizer completed after 468.39s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-23017-v3-mkmlizer
Pipeline stage MKMLizer completed in 469.20s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.45s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-23017-v3
Waiting for inference service chaiml-mn24b-v2preferwi-23017-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-23017-v3 ready after 60.27911949157715s
Pipeline stage MKMLDeployer completed in 60.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.005577564239502s
Received healthy response to inference request in 2.055816650390625s
Received healthy response to inference request in 1.6815998554229736s
Received healthy response to inference request in 1.873171091079712s
Received healthy response to inference request in 1.8332982063293457s
5 requests
0 failed requests
5th percentile: 1.711939525604248
10th percentile: 1.7422791957855224
20th percentile: 1.8029585361480713
30th percentile: 1.841272783279419
40th percentile: 1.8572219371795655
50th percentile: 1.873171091079712
60th percentile: 1.926133680343628
70th percentile: 1.979096269607544
80th percentile: 2.0156253814697265
90th percentile: 2.035721015930176
95th percentile: 2.0457688331604005
99th percentile: 2.05380708694458
mean time: 1.8898926734924317
Pipeline stage StressChecker completed in 10.86s
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 0.73s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23017_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-23017-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-23017-v3-profiler to be ready
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 2766.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23017_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_23017_v3 status is now torndown due to DeploymentManager action