developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_87788_v6
model_name: chaiml-mn24b-v2preferwi_87788_v6
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T04:10:21+00:00
num_battles: 5973
num_wins: 3074
celo_rating: 1266.59
family_friendly_score: 0.5918
family_friendly_standard_error: 0.0069508669962818305
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_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': 0.548410933927305, 'latency_mean': 1.8233248698711395, 'latency_p50': 1.8146138191223145, 'latency_p90': 2.0292964935302735}, {'batch_size': 3, 'throughput': 1.1106137704381003, 'latency_mean': 2.695200434923172, 'latency_p50': 2.7020468711853027, 'latency_p90': 2.972783851623535}, {'batch_size': 5, 'throughput': 1.422319193050317, 'latency_mean': 3.489163371324539, 'latency_p50': 3.5107421875, 'latency_p90': 3.9354506015777586}, {'batch_size': 6, 'throughput': 1.5416831263442632, 'latency_mean': 3.863055158853531, 'latency_p50': 3.9074387550354004, 'latency_p90': 4.266742587089539}, {'batch_size': 8, 'throughput': 1.6670677202838868, 'latency_mean': 4.752732294797897, 'latency_p50': 4.713171005249023, 'latency_p90': 5.348877263069153}, {'batch_size': 10, 'throughput': 1.7620180592920633, 'latency_mean': 5.6313542866706845, 'latency_p50': 5.641463041305542, 'latency_p90': 6.403242492675781}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_87788_v6
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-16
win_ratio: 0.5146492549807467
generation_params: {'temperature': 0.6, '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-87788-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-87788-v6-mkmlizer to finish
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: Downloaded to shared memory in 59.097s
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpeo7q_0ga, device:0
chaiml-mn24b-v2preferwi-87788-v6-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-87788-v6-mkmlizer: quantized model in 288.266s
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune1 in 347.363s
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v6/nvidia
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v6/nvidia/config.json
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v6/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v6/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-87788-v6-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-87788-v6-mkmlizer completed after 417.05s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-87788-v6-mkmlizer
Pipeline stage MKMLizer completed in 417.58s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-87788-v6
Waiting for inference service chaiml-mn24b-v2preferwi-87788-v6 to be ready
Inference service chaiml-mn24b-v2preferwi-87788-v6 ready after 60.626325607299805s
Pipeline stage MKMLDeployer completed in 61.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.064201593399048s
Received healthy response to inference request in 1.8010101318359375s
Received healthy response to inference request in 1.9620399475097656s
Received healthy response to inference request in 1.6219019889831543s
Received healthy response to inference request in 1.8334190845489502s
5 requests
0 failed requests
5th percentile: 1.657723617553711
10th percentile: 1.6935452461242675
20th percentile: 1.765188503265381
30th percentile: 1.80749192237854
40th percentile: 1.820455503463745
50th percentile: 1.8334190845489502
60th percentile: 1.8848674297332764
70th percentile: 1.9363157749176025
80th percentile: 1.9824722766876222
90th percentile: 2.023336935043335
95th percentile: 2.0437692642211913
99th percentile: 2.0601151275634764
mean time: 1.8565145492553712
Pipeline stage StressChecker completed in 11.03s
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 0.68s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87788_v6 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 2741.84s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87788_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_87788_v6 status is now torndown due to DeploymentManager action