chaiml-mn12b-v2preferwi_13780

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_13780_v2
model_name: chaiml-mn12b-v2preferwi_13780_v2
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T14:32:31+00:00
num_battles: 6153
num_wins: 3214
celo_rating: 1272.31
family_friendly_score: 0.5606
family_friendly_standard_error: 0.007018940660812
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': 0.9374719626739221, 'latency_mean': 1.066579271554947, 'latency_p50': 1.0710457563400269, 'latency_p90': 1.1918992757797242}, {'batch_size': 5, 'throughput': 2.4309053852193867, 'latency_mean': 2.044968413114548, 'latency_p50': 2.0389034748077393, 'latency_p90': 2.2732433319091796}, {'batch_size': 10, 'throughput': 3.0207485827439418, 'latency_mean': 3.2781462824344634, 'latency_p50': 3.25883948802948, 'latency_p90': 3.719471645355225}, {'batch_size': 15, 'throughput': 3.173239686625271, 'latency_mean': 4.653955036401749, 'latency_p50': 4.708760142326355, 'latency_p90': 5.3041839599609375}, {'batch_size': 20, 'throughput': 3.2673264507709594, 'latency_mean': 6.01423046708107, 'latency_p50': 5.994913220405579, 'latency_p90': 7.030854964256287}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_13780_v2
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: 0.5223468226881196
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-13780-v2-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-13780-v2-mkmlizer to finish
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: Downloaded to shared memory in 30.732s
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune4 already exists in ChaiML
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw7kim94u, device:0
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: quantized model in 147.327s
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune4 in 178.060s
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v2/nvidia
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v2/nvidia/config.json
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v2/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v2/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v2/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-13780-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-13780-v2-mkmlizer completed after 235.85s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-13780-v2-mkmlizer
Pipeline stage MKMLizer completed in 236.73s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.47s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-v2preferwi-13780-v2
Waiting for inference service chaiml-mn12b-v2preferwi-13780-v2 to be ready
Inference service chaiml-mn12b-v2preferwi-13780-v2 ready after 70.1262559890747s
Pipeline stage MKMLDeployer completed in 70.62s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6663625240325928s
Received healthy response to inference request in 1.4073073863983154s
Received healthy response to inference request in 1.176234483718872s
Received healthy response to inference request in 0.8630609512329102s
Received healthy response to inference request in 1.2279398441314697s
5 requests
0 failed requests
5th percentile: 0.9256956577301025
10th percentile: 0.9883303642272949
20th percentile: 1.1135997772216797
30th percentile: 1.1865755558013915
40th percentile: 1.2072576999664306
50th percentile: 1.2279398441314697
60th percentile: 1.299686861038208
70th percentile: 1.3714338779449462
80th percentile: 1.459118413925171
90th percentile: 1.5627404689788817
95th percentile: 1.6145514965057373
99th percentile: 1.6560003185272216
mean time: 1.268181037902832
Pipeline stage StressChecker completed in 7.86s
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 0.67s
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 0.70s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_13780_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 2181.54s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_13780_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_13780_v2 status is now torndown due to DeploymentManager action