chaiml-mn12b-v2preferwi_36096

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_36096_v2
model_name: chaiml-mn12b-v2preferwi_36096_v2
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T13:25:57+00:00
num_battles: 5860
num_wins: 3085
celo_rating: 1272.84
family_friendly_score: 0.5456
family_friendly_standard_error: 0.007041599818223129
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1syn1_tune3
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': 0.9244239031016012, 'latency_mean': 1.0816535067558288, 'latency_p50': 1.0741039514541626, 'latency_p90': 1.2017555475234984}, {'batch_size': 5, 'throughput': 2.480064496870795, 'latency_mean': 2.008335247039795, 'latency_p50': 1.9913229942321777, 'latency_p90': 2.27386269569397}, {'batch_size': 10, 'throughput': 3.0790140029191986, 'latency_mean': 3.211050978899002, 'latency_p50': 3.2264848947525024, 'latency_p90': 3.6457175493240355}, {'batch_size': 15, 'throughput': 3.27215609471745, 'latency_mean': 4.5161009585857395, 'latency_p50': 4.542499423027039, 'latency_p90': 5.241670894622803}, {'batch_size': 20, 'throughput': 3.3430927189617434, 'latency_mean': 5.876497412919998, 'latency_p50': 5.959513306617737, 'latency_p90': 6.9158128023147585}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_36096_v2
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune3
model_size: 13B
ranking_group: single
throughput_3p7s: 3.21
us_pacific_date: 2025-09-11
win_ratio: 0.5264505119453925
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-36096-v2-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-36096-v2-mkmlizer to finish
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: Downloaded to shared memory in 41.974s
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune3 already exists in ChaiML
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpc2w61vlb, device:0
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: quantized model in 166.302s
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune3 in 208.277s
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v2/nvidia
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v2/nvidia/config.json
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v2/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v2/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v2/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-36096-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-36096-v2-mkmlizer completed after 256.26s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-36096-v2-mkmlizer
Pipeline stage MKMLizer completed in 259.36s
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-36096-v2
Waiting for inference service chaiml-mn12b-v2preferwi-36096-v2 to be ready
Inference service chaiml-mn12b-v2preferwi-36096-v2 ready after 60.138242959976196s
Pipeline stage MKMLDeployer completed in 60.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9573869705200195s
Received healthy response to inference request in 1.2112939357757568s
Received healthy response to inference request in 1.1137046813964844s
Received healthy response to inference request in 1.0553374290466309s
Received healthy response to inference request in 1.238576889038086s
5 requests
0 failed requests
5th percentile: 1.0670108795166016
10th percentile: 1.0786843299865723
20th percentile: 1.1020312309265137
30th percentile: 1.1332225322723388
40th percentile: 1.172258234024048
50th percentile: 1.2112939357757568
60th percentile: 1.2222071170806885
70th percentile: 1.2331202983856202
80th percentile: 1.3823389053344728
90th percentile: 1.6698629379272463
95th percentile: 1.8136249542236327
99th percentile: 1.9286345672607421
mean time: 1.3152599811553956
Pipeline stage StressChecker completed in 8.08s
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 0.72s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_36096_v2 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 2122.16s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_36096_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_36096_v2 status is now torndown due to DeploymentManager action