developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_24613_v3
model_name: chaiml-mn24b-v2preferwi_24613_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:53:17+00:00
num_battles: 5513
num_wins: 2956
celo_rating: 1281.12
family_friendly_score: 0.5536
family_friendly_standard_error: 0.00703032061857779
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_overall_tune1
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': 0.5479087155950129, 'latency_mean': 1.8249936521053314, 'latency_p50': 1.8253707885742188, 'latency_p90': 2.035099744796753}, {'batch_size': 3, 'throughput': 1.107626167770676, 'latency_mean': 2.7031158590316773, 'latency_p50': 2.6817761659622192, 'latency_p90': 2.9799821376800537}, {'batch_size': 5, 'throughput': 1.4147364481963094, 'latency_mean': 3.509123648405075, 'latency_p50': 3.4887003898620605, 'latency_p90': 3.883215045928955}, {'batch_size': 6, 'throughput': 1.5288338971723843, 'latency_mean': 3.907202718257904, 'latency_p50': 3.8900474309921265, 'latency_p90': 4.396811294555664}, {'batch_size': 8, 'throughput': 1.6756336331449453, 'latency_mean': 4.736803941726684, 'latency_p50': 4.735525369644165, 'latency_p90': 5.399573159217835}, {'batch_size': 10, 'throughput': 1.7252614518983689, 'latency_mean': 5.731339449882507, 'latency_p50': 5.750141263008118, 'latency_p90': 6.56622269153595}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_24613_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_overall_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-15
win_ratio: 0.5361871939053147
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-24613-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-24613-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: Downloaded to shared memory in 53.848s
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_overall_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq5q7wlaq, device:0
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: quantized model in 286.567s
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_overall_tune1 in 340.416s
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v3/nvidia
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-24613-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-24613-v3-mkmlizer completed after 457.4s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-24613-v3-mkmlizer
Pipeline stage MKMLizer completed in 458.41s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-24613-v3
Waiting for inference service chaiml-mn24b-v2preferwi-24613-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-24613-v3 ready after 30.154979467391968s
Pipeline stage MKMLDeployer completed in 30.80s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5983636379241943s
Received healthy response to inference request in 1.7040812969207764s
Received healthy response to inference request in 1.2492845058441162s
Received healthy response to inference request in 1.6382274627685547s
Received healthy response to inference request in 1.4493718147277832s
5 requests
0 failed requests
5th percentile: 1.2893019676208497
10th percentile: 1.329319429397583
20th percentile: 1.4093543529510497
30th percentile: 1.4791701793670655
40th percentile: 1.53876690864563
50th percentile: 1.5983636379241943
60th percentile: 1.6143091678619386
70th percentile: 1.6302546977996826
80th percentile: 1.651398229598999
90th percentile: 1.6777397632598876
95th percentile: 1.690910530090332
99th percentile: 1.7014471435546874
mean time: 1.527865743637085
Pipeline stage StressChecker completed in 8.92s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_24613_v3 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 2701.44s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_24613_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_24613_v3 status is now torndown due to DeploymentManager action