developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_89475_v5
model_name: chaiml-mn12b-v2preferwi_89475_v5
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T10:34:17+00:00
num_battles: 6023
num_wins: 3147
celo_rating: 1264.61
family_friendly_score: 0.5664
family_friendly_standard_error: 0.007008438342455472
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': 0.9367930896357651, 'latency_mean': 1.0673469376564027, 'latency_p50': 1.0657732486724854, 'latency_p90': 1.182630443572998}, {'batch_size': 5, 'throughput': 2.4481387089333193, 'latency_mean': 2.033859894275665, 'latency_p50': 2.0349138975143433, 'latency_p90': 2.2728556871414183}, {'batch_size': 10, 'throughput': 3.053816064915987, 'latency_mean': 3.2375921189785, 'latency_p50': 3.2091293334960938, 'latency_p90': 3.725888705253601}, {'batch_size': 15, 'throughput': 3.2657330938968183, 'latency_mean': 4.538803001642227, 'latency_p50': 4.511519193649292, 'latency_p90': 5.300776553153992}, {'batch_size': 20, 'throughput': 3.306361415402128, 'latency_mean': 5.93609832406044, 'latency_p50': 5.866603493690491, 'latency_p90': 6.954082345962524}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_89475_v5
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune1
model_size: 13B
ranking_group: single
throughput_3p7s: 3.18
us_pacific_date: 2025-09-11
win_ratio: 0.5224970944711937
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'], '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-v5-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-89475-v5-mkmlizer to finish
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: Downloaded to shared memory in 18.709s
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune1 already exists in ChaiML
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp60qg1my1, device:0
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: quantized model in 163.945s
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune1 in 182.655s
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v5/nvidia
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v5/nvidia/config.json
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v5/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v5/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v5/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-89475-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-89475-v5-mkmlizer completed after 215.23s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-89475-v5-mkmlizer
Pipeline stage MKMLizer completed in 215.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-v2preferwi-89475-v5
Waiting for inference service chaiml-mn12b-v2preferwi-89475-v5 to be ready
Inference service chaiml-mn12b-v2preferwi-89475-v5 ready after 70.07699871063232s
Pipeline stage MKMLDeployer completed in 70.58s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.429375171661377s
Received healthy response to inference request in 1.2388520240783691s
Received healthy response to inference request in 1.3902089595794678s
Received healthy response to inference request in 1.1531076431274414s
Received healthy response to inference request in 0.7904140949249268s
5 requests
0 failed requests
5th percentile: 0.8629528045654297
10th percentile: 0.9354915142059326
20th percentile: 1.0805689334869384
30th percentile: 1.1702565193176269
40th percentile: 1.204554271697998
50th percentile: 1.2388520240783691
60th percentile: 1.2993947982788085
70th percentile: 1.359937572479248
80th percentile: 1.3980422019958496
90th percentile: 1.4137086868286133
95th percentile: 1.4215419292449951
99th percentile: 1.4278085231781006
mean time: 1.2003915786743165
Pipeline stage StressChecker completed in 7.42s
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 0.83s
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 0.78s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_89475_v5 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 2156.75s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_89475_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_89475_v5 status is now torndown due to DeploymentManager action