developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16414_v1
model_name: chaiml-mn24b-v2preferwi_16414_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:35:34+00:00
num_battles: 5697
num_wins: 2962
celo_rating: 1280.4
family_friendly_score: 0.5591999999999999
family_friendly_standard_error: 0.007021329788579938
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4
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': 0.5441990571470666, 'latency_mean': 1.8374616777896882, 'latency_p50': 1.8231943845748901, 'latency_p90': 2.0321854829788206}, {'batch_size': 3, 'throughput': 1.0902295217008597, 'latency_mean': 2.745030083656311, 'latency_p50': 2.746142029762268, 'latency_p90': 3.0062094449996946}, {'batch_size': 5, 'throughput': 1.4000586199508867, 'latency_mean': 3.549359973669052, 'latency_p50': 3.5607564449310303, 'latency_p90': 3.982642316818237}, {'batch_size': 6, 'throughput': 1.5070364834543923, 'latency_mean': 3.9554330277442933, 'latency_p50': 3.976462244987488, 'latency_p90': 4.477157878875732}, {'batch_size': 8, 'throughput': 1.6600013314667892, 'latency_mean': 4.79304352760315, 'latency_p50': 4.798792481422424, 'latency_p90': 5.411149406433105}, {'batch_size': 10, 'throughput': 1.7195609387823771, 'latency_mean': 5.772803273200989, 'latency_p50': 5.754695892333984, 'latency_p90': 6.546684956550598}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16414_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-23
win_ratio: 0.519922766368264
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-16414-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16414-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: Downloaded to shared memory in 49.569s
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvvkw198x, device:0
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: quantized model in 288.168s
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4 in 337.737s
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v1/nvidia
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-16414-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-16414-v1-mkmlizer completed after 408.78s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16414-v1-mkmlizer
Pipeline stage MKMLizer completed in 409.33s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-16414-v1
Waiting for inference service chaiml-mn24b-v2preferwi-16414-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-16414-v1 ready after 60.510416984558105s
Pipeline stage MKMLDeployer completed in 61.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.133300304412842s
Received healthy response to inference request in 2.2251691818237305s
Received healthy response to inference request in 1.8519225120544434s
Received healthy response to inference request in 2.5617611408233643s
Received healthy response to inference request in 2.0273425579071045s
5 requests
0 failed requests
5th percentile: 1.8870065212249756
10th percentile: 1.9220905303955078
20th percentile: 1.9922585487365723
30th percentile: 2.048534107208252
40th percentile: 2.090917205810547
50th percentile: 2.133300304412842
60th percentile: 2.1700478553771974
70th percentile: 2.206795406341553
80th percentile: 2.2924875736236574
90th percentile: 2.427124357223511
95th percentile: 2.4944427490234373
99th percentile: 2.548297462463379
mean time: 2.159899139404297
Pipeline stage StressChecker completed in 12.76s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16414_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 2549.44s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16414_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16414_v1 status is now torndown due to DeploymentManager action