chaiml-mn12b-v2preferwi_13780

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_13780_v4
model_name: chaiml-mn12b-v2preferwi_13780_v4
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T14:33:01+00:00
num_battles: 6113
num_wins: 3194
celo_rating: 1268.39
family_friendly_score: 0.556
family_friendly_standard_error: 0.007026578114559035
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1syn1_tune4
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': 0.9297372765082951, 'latency_mean': 1.0754468154907226, 'latency_p50': 1.0735433101654053, 'latency_p90': 1.20328528881073}, {'batch_size': 5, 'throughput': 2.4829361863631885, 'latency_mean': 1.9976035869121551, 'latency_p50': 1.9691672325134277, 'latency_p90': 2.291823220252991}, {'batch_size': 10, 'throughput': 3.073674312042243, 'latency_mean': 3.230080186128616, 'latency_p50': 3.2201162576675415, 'latency_p90': 3.689533758163452}, {'batch_size': 15, 'throughput': 3.2541127327910724, 'latency_mean': 4.53954843044281, 'latency_p50': 4.583505630493164, 'latency_p90': 5.1799592733383175}, {'batch_size': 20, 'throughput': 3.3364828355312133, 'latency_mean': 5.882824747562409, 'latency_p50': 5.881140351295471, 'latency_p90': 6.684185314178467}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_13780_v4
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune4
model_size: 13B
ranking_group: single
throughput_3p7s: 3.19
us_pacific_date: 2025-09-11
win_ratio: 0.522493047603468
generation_params: {'temperature': 0.9, '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-13780-v4-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-13780-v4-mkmlizer to finish
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: Downloaded to shared memory in 16.589s
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune4 already exists in ChaiML
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5lho8q01, device:0
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: quantized model in 146.983s
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune4 in 163.573s
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v4/nvidia
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v4/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v4/nvidia/config.json
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v4/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v4/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-13780-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-13780-v4-mkmlizer completed after 207.0s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-13780-v4-mkmlizer
Pipeline stage MKMLizer completed in 207.56s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-v2preferwi-13780-v4
Waiting for inference service chaiml-mn12b-v2preferwi-13780-v4 to be ready
Inference service chaiml-mn12b-v2preferwi-13780-v4 ready after 70.15018200874329s
Pipeline stage MKMLDeployer completed in 70.54s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.455204963684082s
Received healthy response to inference request in 1.5623540878295898s
Received healthy response to inference request in 1.5363101959228516s
Received healthy response to inference request in 1.4292802810668945s
Received healthy response to inference request in 1.0819621086120605s
5 requests
0 failed requests
5th percentile: 1.1514257431030273
10th percentile: 1.2208893775939942
20th percentile: 1.3598166465759278
30th percentile: 1.434465217590332
40th percentile: 1.444835090637207
50th percentile: 1.455204963684082
60th percentile: 1.4876470565795898
70th percentile: 1.5200891494750977
80th percentile: 1.5415189743041993
90th percentile: 1.5519365310668944
95th percentile: 1.5571453094482421
99th percentile: 1.5613123321533202
mean time: 1.4130223274230957
Pipeline stage StressChecker completed in 8.42s
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 0.62s
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 0.63s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_13780_v4 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 2152.67s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_13780_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_13780_v4 status is now torndown due to DeploymentManager action