developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67687_v1
model_name: chaiml-mn24b-v2preferwi_67687_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T19:18:07+00:00
num_battles: 5964
num_wins: 3299
celo_rating: 1287.32
family_friendly_score: 0.5588
family_friendly_standard_error: 0.007022001993733695
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5
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': 0.5477658703405975, 'latency_mean': 1.8254819774627686, 'latency_p50': 1.8222609758377075, 'latency_p90': 2.036671781539917}, {'batch_size': 3, 'throughput': 1.1082597392921791, 'latency_mean': 2.699538354873657, 'latency_p50': 2.709910750389099, 'latency_p90': 3.0273844480514525}, {'batch_size': 5, 'throughput': 1.4166670358099178, 'latency_mean': 3.5196198618412016, 'latency_p50': 3.5383065938949585, 'latency_p90': 3.973362851142883}, {'batch_size': 6, 'throughput': 1.5215588454359514, 'latency_mean': 3.9109144651889802, 'latency_p50': 3.9001764059066772, 'latency_p90': 4.449564170837402}, {'batch_size': 8, 'throughput': 1.671941074399838, 'latency_mean': 4.770351181030273, 'latency_p50': 4.735237956047058, 'latency_p90': 5.47480959892273}, {'batch_size': 10, 'throughput': 1.7457101242591644, 'latency_mean': 5.677649276256561, 'latency_p50': 5.685527563095093, 'latency_p90': 6.638036370277405}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67687_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-21
win_ratio: 0.5531522468142186
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-67687-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67687-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: Downloaded to shared memory in 55.363s
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6ht62oad, device:0
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: quantized model in 284.453s
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5 in 339.817s
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v1/nvidia
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67687-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v1/nvidia/flywheel_model.0.safetensors
Job chaiml-mn24b-v2preferwi-67687-v1-mkmlizer completed after 410.19s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67687-v1-mkmlizer
Pipeline stage MKMLizer completed in 410.95s
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-67687-v1
Waiting for inference service chaiml-mn24b-v2preferwi-67687-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-67687-v1 ready after 70.43978691101074s
Pipeline stage MKMLDeployer completed in 70.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2230865955352783s
Received healthy response to inference request in 1.6633317470550537s
Received healthy response to inference request in 1.831655502319336s
Received healthy response to inference request in 1.7526609897613525s
Received healthy response to inference request in 1.6659157276153564s
5 requests
0 failed requests
5th percentile: 1.6638485431671142
10th percentile: 1.6643653392791748
20th percentile: 1.665398931503296
30th percentile: 1.6832647800445557
40th percentile: 1.717962884902954
50th percentile: 1.7526609897613525
60th percentile: 1.7842587947845459
70th percentile: 1.8158565998077392
80th percentile: 1.9099417209625245
90th percentile: 2.0665141582489013
95th percentile: 2.1448003768920896
99th percentile: 2.2074293518066406
mean time: 1.8273301124572754
Pipeline stage StressChecker completed in 10.26s
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 0.59s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67687_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 2757.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67687_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67687_v1 status is now torndown due to DeploymentManager action