developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_81433_v1
model_name: chaiml-mn24b-v2preferwi_81433_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:44:53+00:00
num_battles: 6012
num_wins: 3151
celo_rating: 1275.46
family_friendly_score: 0.5474
family_friendly_standard_error: 0.00703922211611482
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune8
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': 0.5438227857452195, 'latency_mean': 1.8387150692939758, 'latency_p50': 1.8487355709075928, 'latency_p90': 2.038119316101074}, {'batch_size': 3, 'throughput': 1.1120802795466433, 'latency_mean': 2.6915742552280424, 'latency_p50': 2.6777514219284058, 'latency_p90': 2.9383817434310915}, {'batch_size': 5, 'throughput': 1.4242331126358163, 'latency_mean': 3.4906002151966096, 'latency_p50': 3.474795937538147, 'latency_p90': 3.908978891372681}, {'batch_size': 6, 'throughput': 1.527921950136111, 'latency_mean': 3.9121529555320738, 'latency_p50': 3.902063727378845, 'latency_p90': 4.42864511013031}, {'batch_size': 8, 'throughput': 1.6824850044349762, 'latency_mean': 4.7073841989040375, 'latency_p50': 4.6799774169921875, 'latency_p90': 5.407204675674438}, {'batch_size': 10, 'throughput': 1.756267241714707, 'latency_mean': 5.6503211271762845, 'latency_p50': 5.650285005569458, 'latency_p90': 6.356537008285522}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_81433_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-19
win_ratio: 0.5241184298070526
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-81433-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-81433-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-81433-v1-mkmlizer: Downloaded to shared memory in 94.792s
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpne5vzun_, device:0
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: quantized model in 286.615s
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune8 in 381.407s
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v1/nvidia
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v1/nvidia/tokenizer.json
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-81433-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-81433-v1-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-81433-v1-mkmlizer completed after 483.87s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-81433-v1-mkmlizer
Pipeline stage MKMLizer completed in 484.42s
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-81433-v1
Waiting for inference service chaiml-mn24b-v2preferwi-81433-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-81433-v1 ready after 60.35622453689575s
Pipeline stage MKMLDeployer completed in 60.91s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.426743507385254s
Received healthy response to inference request in 2.1539053916931152s
Received healthy response to inference request in 1.9083530902862549s
Received healthy response to inference request in 1.88600754737854s
Received healthy response to inference request in 1.9073951244354248s
5 requests
0 failed requests
5th percentile: 1.890285062789917
10th percentile: 1.894562578201294
20th percentile: 1.9031176090240478
30th percentile: 1.9075867176055907
40th percentile: 1.9079699039459228
50th percentile: 1.9083530902862549
60th percentile: 2.006574010848999
70th percentile: 2.1047949314117433
80th percentile: 2.2084730148315432
90th percentile: 2.3176082611083983
95th percentile: 2.372175884246826
99th percentile: 2.415829982757568
mean time: 2.0564809322357176
Pipeline stage StressChecker completed in 11.82s
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 0.67s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_81433_v1 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 3070.81s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_81433_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_81433_v1 status is now torndown due to DeploymentManager action