chaiml-mn12b-v2preferwi_53002

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_53002_v2
model_name: chaiml-mn12b-v2preferwi_53002_v2
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T01:50:43+00:00
num_battles: 6215
num_wins: 3313
celo_rating: 1272.04
family_friendly_score: 0.508
family_friendly_standard_error: 0.007070162657251953
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1syn1_tune2
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': 0.9394323565974942, 'latency_mean': 1.0643677961826326, 'latency_p50': 1.0611900091171265, 'latency_p90': 1.1964821338653564}, {'batch_size': 5, 'throughput': 2.438396054684411, 'latency_mean': 2.0406762635707856, 'latency_p50': 2.050295829772949, 'latency_p90': 2.2821036338806153}, {'batch_size': 10, 'throughput': 3.068516159129923, 'latency_mean': 3.2280721533298493, 'latency_p50': 3.236615538597107, 'latency_p90': 3.6857290506362914}, {'batch_size': 15, 'throughput': 3.251457706798982, 'latency_mean': 4.543373008966446, 'latency_p50': 4.597782015800476, 'latency_p90': 5.202304983139038}, {'batch_size': 20, 'throughput': 3.3154916712431537, 'latency_mean': 5.930242317914963, 'latency_p50': 5.856462597846985, 'latency_p90': 7.090842747688294}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_53002_v2
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune2
model_size: 13B
ranking_group: single
throughput_3p7s: 3.19
us_pacific_date: 2025-09-10
win_ratio: 0.533065164923572
generation_params: {'temperature': 1.0, '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': '{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-53002-v2-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-53002-v2-mkmlizer to finish
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: Downloaded to shared memory in 17.206s
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune2 already exists in ChaiML
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbmxm11n7, device:0
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: quantized model in 147.951s
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune2 in 165.157s
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-53002-v2/nvidia
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-53002-v2/nvidia/config.json
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-53002-v2/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-53002-v2/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-53002-v2/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-53002-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-53002-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-53002-v2-mkmlizer completed after 195.12s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-53002-v2-mkmlizer
Pipeline stage MKMLizer completed in 195.54s
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-mn12b-v2preferwi-53002-v2
Waiting for inference service chaiml-mn12b-v2preferwi-53002-v2 to be ready
Inference service chaiml-mn12b-v2preferwi-53002-v2 ready after 70.05961871147156s
Pipeline stage MKMLDeployer completed in 72.97s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.65028715133667s
Received healthy response to inference request in 1.2052905559539795s
Received healthy response to inference request in 1.1567013263702393s
Received healthy response to inference request in 1.2172541618347168s
Received healthy response to inference request in 1.0474274158477783s
5 requests
0 failed requests
5th percentile: 1.0692821979522704
10th percentile: 1.0911369800567627
20th percentile: 1.1348465442657472
30th percentile: 1.1664191722869872
40th percentile: 1.1858548641204834
50th percentile: 1.2052905559539795
60th percentile: 1.2100759983062743
70th percentile: 1.2148614406585694
80th percentile: 1.3038607597351075
90th percentile: 1.4770739555358887
95th percentile: 1.5636805534362792
99th percentile: 1.6329658317565918
mean time: 1.2553921222686768
Pipeline stage StressChecker completed in 7.75s
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 0.93s
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 0.73s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_53002_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn12b-v2preferwi-53002-v2-profiler
Waiting for inference service chaiml-mn12b-v2preferwi-53002-v2-profiler to be ready
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 2609.95s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_53002_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_53002_v2 status is now torndown due to DeploymentManager action