developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_70383_v2
model_name: chaiml-mn24b-v2preferwi_70383_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:30:02+00:00
num_battles: 5389
num_wins: 2708
celo_rating: 1273.58
family_friendly_score: 0.5406
family_friendly_standard_error: 0.007047717928521259
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2
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': 0.5464516488898303, 'latency_mean': 1.8298915505409241, 'latency_p50': 1.831139326095581, 'latency_p90': 2.0325390100479126}, {'batch_size': 3, 'throughput': 1.107734826251636, 'latency_mean': 2.6967063057422638, 'latency_p50': 2.6878002882003784, 'latency_p90': 2.9752395868301393}, {'batch_size': 5, 'throughput': 1.4116854459391361, 'latency_mean': 3.531148364543915, 'latency_p50': 3.509412407875061, 'latency_p90': 4.020264101028443}, {'batch_size': 6, 'throughput': 1.5182682082393628, 'latency_mean': 3.928130666017532, 'latency_p50': 3.911643624305725, 'latency_p90': 4.3736392736434935}, {'batch_size': 8, 'throughput': 1.6709074489397744, 'latency_mean': 4.759410009384156, 'latency_p50': 4.723147511482239, 'latency_p90': 5.42419638633728}, {'batch_size': 10, 'throughput': 1.7349643474535739, 'latency_mean': 5.715753277540207, 'latency_p50': 5.70453679561615, 'latency_p90': 6.469412565231323}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_70383_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-24
win_ratio: 0.5025051029875672
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': '\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-70383-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-70383-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: Downloaded to shared memory in 114.509s
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpn7j55nq4, device:0
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: quantized model in 290.405s
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2 in 404.915s
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v2/nvidia
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v2/nvidia/tokenizer.json
Failed to get response for submission chaiml-mistral31-24b-s_69496_v30: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict', 'read tcp 127.0.0.1:52860->127.0.0.1:8080: read: connection reset by peer\n')
Failed to get response for submission chaiml-mistral32-deeps_89261_v16: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral32-deeps_89261_v16/predict', '{"detail":"No connection available."}')
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-70383-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-70383-v2-mkmlizer completed after 502.11s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-70383-v2-mkmlizer
Pipeline stage MKMLizer completed in 502.69s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-70383-v2
Waiting for inference service chaiml-mn24b-v2preferwi-70383-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-70383-v2 ready after 40.332391023635864s
Pipeline stage MKMLDeployer completed in 40.79s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8283233642578125s
Received healthy response to inference request in 1.9485530853271484s
Received healthy response to inference request in 1.4660289287567139s
Received healthy response to inference request in 1.9396305084228516s
Received healthy response to inference request in 2.2170417308807373s
5 requests
0 failed requests
5th percentile: 1.5607492446899414
10th percentile: 1.6554695606231689
20th percentile: 1.844910192489624
30th percentile: 1.941415023803711
40th percentile: 1.9449840545654298
50th percentile: 1.9485530853271484
60th percentile: 2.055948543548584
70th percentile: 2.1633440017700196
80th percentile: 2.3392980575561526
90th percentile: 2.5838107109069823
95th percentile: 2.706067037582397
99th percentile: 2.8038720989227293
mean time: 2.0799155235290527
Pipeline stage StressChecker completed in 12.27s
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 0.85s
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 0.98s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_70383_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 2567.12s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_70383_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_70383_v2 status is now torndown due to DeploymentManager action