developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_89475_v7
model_name: chaiml-mn12b-v2preferwi_89475_v7
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T11:08:20+00:00
num_battles: 5896
num_wins: 3092
celo_rating: 1259.18
family_friendly_score: 0.5651999999999999
family_friendly_standard_error: 0.007010691264062339
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1syn1_tune1
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.9246972601532695, 'latency_mean': 1.0813088428974151, 'latency_p50': 1.0759711265563965, 'latency_p90': 1.2103421449661256}, {'batch_size': 5, 'throughput': 2.4411846992918957, 'latency_mean': 2.0344074404239656, 'latency_p50': 2.0422862768173218, 'latency_p90': 2.2639997005462646}, {'batch_size': 10, 'throughput': 3.0191178112769275, 'latency_mean': 3.282797695398331, 'latency_p50': 3.2867400646209717, 'latency_p90': 3.72068817615509}, {'batch_size': 15, 'throughput': 3.2013998552696616, 'latency_mean': 4.627485698461532, 'latency_p50': 4.656755566596985, 'latency_p90': 5.33718433380127}, {'batch_size': 20, 'throughput': 3.2418561340391956, 'latency_mean': 6.0620909178256985, 'latency_p50': 6.064051508903503, 'latency_p90': 6.996901488304138}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_89475_v7
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune1
model_size: 13B
ranking_group: single
throughput_3p7s: 3.12
us_pacific_date: 2025-09-11
win_ratio: 0.5244233378561737
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, 'stopping_words': ['\n', '<im_start>', '</s>', '<|im_end|>'], '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-mn12b-v2preferwi-89475-v7-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-89475-v7-mkmlizer to finish
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: Downloaded to shared memory in 19.138s
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune1 already exists in ChaiML
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpk5dtutlv, device:0
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: quantized model in 163.989s
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune1 in 183.127s
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v7/nvidia
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v7/nvidia/config.json
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v7/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v7/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v7/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-89475-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-89475-v7-mkmlizer completed after 208.12s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-89475-v7-mkmlizer
Pipeline stage MKMLizer completed in 208.63s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-v2preferwi-89475-v7
Waiting for inference service chaiml-mn12b-v2preferwi-89475-v7 to be ready
Inference service chaiml-mn12b-v2preferwi-89475-v7 ready after 70.14764285087585s
Pipeline stage MKMLDeployer completed in 70.55s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6422829627990723s
Received healthy response to inference request in 1.0699536800384521s
Received healthy response to inference request in 1.3517107963562012s
Received healthy response to inference request in 1.0974771976470947s
Received healthy response to inference request in 1.3286561965942383s
5 requests
0 failed requests
5th percentile: 1.0754583835601808
10th percentile: 1.0809630870819091
20th percentile: 1.0919724941253661
30th percentile: 1.1437129974365234
40th percentile: 1.2361845970153809
50th percentile: 1.3286561965942383
60th percentile: 1.3378780364990235
70th percentile: 1.3470998764038087
80th percentile: 1.4098252296447755
90th percentile: 1.5260540962219238
95th percentile: 1.584168529510498
99th percentile: 1.6306600761413574
mean time: 1.2980161666870118
Pipeline stage StressChecker completed in 7.80s
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 0.69s
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 0.76s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_89475_v7 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 2112.85s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_89475_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_89475_v7 status is now torndown due to DeploymentManager action