developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59749_v6
model_name: chaiml-mn24b-v2preferwi_59749_v6
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T22:59:50+00:00
num_battles: 6005
num_wins: 3186
celo_rating: 1277.23
family_friendly_score: 0.5774
family_friendly_standard_error: 0.006985831947592212
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune17
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': 0.5512677985411488, 'latency_mean': 1.813877943754196, 'latency_p50': 1.8129700422286987, 'latency_p90': 2.0235046625137327}, {'batch_size': 3, 'throughput': 1.1184820941788838, 'latency_mean': 2.6671021008491516, 'latency_p50': 2.6931034326553345, 'latency_p90': 2.949617886543274}, {'batch_size': 5, 'throughput': 1.4648613825291825, 'latency_mean': 3.3928031373023986, 'latency_p50': 3.361400008201599, 'latency_p90': 3.820701503753662}, {'batch_size': 6, 'throughput': 1.5612468897206775, 'latency_mean': 3.821458237171173, 'latency_p50': 3.786973237991333, 'latency_p90': 4.364366555213928}, {'batch_size': 8, 'throughput': 1.7226912137985368, 'latency_mean': 4.611422138214111, 'latency_p50': 4.600266098976135, 'latency_p90': 5.2257681608200075}, {'batch_size': 10, 'throughput': 1.8266860896887251, 'latency_mean': 5.428887292146682, 'latency_p50': 5.436492204666138, 'latency_p90': 6.204121232032776}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59749_v6
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune17
model_size: 24B
ranking_group: single
throughput_3p7s: 1.55
us_pacific_date: 2025-09-13
win_ratio: 0.5305578684429642
generation_params: {'temperature': 0.65, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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': '{prompt}\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-59749-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59749-v6-mkmlizer to finish
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v6-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-59749-v6-mkmlizer: Downloaded to shared memory in 60.516s
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune17 already exists in ChaiML
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphvwm9m3k, device:0
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: quantized model in 290.691s
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune17 in 351.207s
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v6/nvidia
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v6/nvidia/config.json
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v6/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59749-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59749-v6-mkmlizer completed after 450.21s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59749-v6-mkmlizer
Pipeline stage MKMLizer completed in 450.98s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-59749-v6
Waiting for inference service chaiml-mn24b-v2preferwi-59749-v6 to be ready
Inference service chaiml-mn24b-v2preferwi-59749-v6 ready after 60.255738496780396s
Pipeline stage MKMLDeployer completed in 60.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1561944484710693s
Received healthy response to inference request in 2.429748058319092s
Received healthy response to inference request in 2.0134687423706055s
Received healthy response to inference request in 1.8505480289459229s
Received healthy response to inference request in 2.399034261703491s
5 requests
0 failed requests
5th percentile: 1.8831321716308593
10th percentile: 1.9157163143157958
20th percentile: 1.980884599685669
30th percentile: 2.0420138835906982
40th percentile: 2.099104166030884
50th percentile: 2.1561944484710693
60th percentile: 2.253330373764038
70th percentile: 2.3504662990570067
80th percentile: 2.4051770210266112
90th percentile: 2.4174625396728517
95th percentile: 2.4236052989959718
99th percentile: 2.428519506454468
mean time: 2.169798707962036
Pipeline stage StressChecker completed in 12.58s
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 0.63s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59749_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 2600.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59749_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59749_v6 status is now torndown due to DeploymentManager action