chaiml-mn12b-v2preferwi_13780

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_13780_v3
model_name: chaiml-mn12b-v2preferwi_13780_v3
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T14:32:47+00:00
num_battles: 6279
num_wins: 3334
celo_rating: 1271.96
family_friendly_score: 0.554
family_friendly_standard_error: 0.007029708386554879
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': 0.9145185292548814, 'latency_mean': 1.093369617462158, 'latency_p50': 1.0969363451004028, 'latency_p90': 1.2102590322494506}, {'batch_size': 5, 'throughput': 2.4066950666321323, 'latency_mean': 2.0629619479179384, 'latency_p50': 2.076248288154602, 'latency_p90': 2.3352389574050902}, {'batch_size': 10, 'throughput': 3.004413391888979, 'latency_mean': 3.2929804599285126, 'latency_p50': 3.3156487941741943, 'latency_p90': 3.702691435813904}, {'batch_size': 15, 'throughput': 3.2113569730494533, 'latency_mean': 4.620057916641235, 'latency_p50': 4.600548505783081, 'latency_p90': 5.365358829498291}, {'batch_size': 20, 'throughput': 3.242723310086661, 'latency_mean': 6.062711982727051, 'latency_p50': 6.013049364089966, 'latency_p90': 7.208200478553772}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_13780_v3
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune4
model_size: 13B
ranking_group: single
throughput_3p7s: 3.12
us_pacific_date: 2025-09-11
win_ratio: 0.5309762701067049
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-v3-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-13780-v3-mkmlizer to finish
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: Downloaded to shared memory in 16.382s
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune4 already exists in ChaiML
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyk_x8glz, device:0
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: quantized model in 144.712s
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune4 in 161.095s
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v3/nvidia
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v3/nvidia/config.json
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v3/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v3/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v3/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-13780-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-13780-v3-mkmlizer completed after 215.2s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-13780-v3-mkmlizer
Pipeline stage MKMLizer completed in 215.66s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-v2preferwi-13780-v3
Waiting for inference service chaiml-mn12b-v2preferwi-13780-v3 to be ready
Inference service chaiml-mn12b-v2preferwi-13780-v3 ready after 70.07888793945312s
Pipeline stage MKMLDeployer completed in 70.47s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.986445665359497s
Received healthy response to inference request in 1.0454483032226562s
Received healthy response to inference request in 1.5505261421203613s
Received healthy response to inference request in 1.22906494140625s
Received healthy response to inference request in 1.086228609085083s
5 requests
0 failed requests
5th percentile: 1.0536043643951416
10th percentile: 1.061760425567627
20th percentile: 1.0780725479125977
30th percentile: 1.1147958755493164
40th percentile: 1.1719304084777833
50th percentile: 1.22906494140625
60th percentile: 1.3576494216918946
70th percentile: 1.486233901977539
80th percentile: 1.6377100467681887
90th percentile: 1.8120778560638429
95th percentile: 1.8992617607116697
99th percentile: 1.9690088844299316
mean time: 1.3795427322387694
Pipeline stage StressChecker completed in 8.19s
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 0.71s
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_13780_v3 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 2155.02s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_13780_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_13780_v3 status is now torndown due to DeploymentManager action