chaiml-mn12b-v2preferwi_89475

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_89475_v3
model_name: chaiml-mn12b-v2preferwi_89475_v3
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T10:33:09+00:00
num_battles: 6242
num_wins: 3329
celo_rating: 1280.84
family_friendly_score: 0.5524
family_friendly_standard_error: 0.007032129691636808
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': 0.9233171039313485, 'latency_mean': 1.0829272496700286, 'latency_p50': 1.090834379196167, 'latency_p90': 1.1924675226211547}, {'batch_size': 5, 'throughput': 2.4396167155993744, 'latency_mean': 2.039379643201828, 'latency_p50': 2.0312618017196655, 'latency_p90': 2.271894598007202}, {'batch_size': 10, 'throughput': 3.004412068357125, 'latency_mean': 3.294006003141403, 'latency_p50': 3.28058660030365, 'latency_p90': 3.6667338371276856}, {'batch_size': 15, 'throughput': 3.2150530721641326, 'latency_mean': 4.596869548559189, 'latency_p50': 4.60680091381073, 'latency_p90': 5.289856767654419}, {'batch_size': 20, 'throughput': 3.275850105839622, 'latency_mean': 5.994817081689835, 'latency_p50': 6.026420712471008, 'latency_p90': 7.0919671058654785}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_89475_v3
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune1
model_size: 13B
ranking_group: single
throughput_3p7s: 3.12
us_pacific_date: 2025-09-11
win_ratio: 0.5333226529958347
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-89475-v3-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-89475-v3-mkmlizer to finish
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: Downloaded to shared memory in 19.261s
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune1 already exists in ChaiML
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpuiz39ujz, device:0
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: quantized model in 163.681s
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune1 in 182.942s
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v3/nvidia
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v3/nvidia/config.json
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v3/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v3/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v3/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-89475-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-89475-v3-mkmlizer completed after 215.3s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-89475-v3-mkmlizer
Pipeline stage MKMLizer completed in 215.77s
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-89475-v3
Waiting for inference service chaiml-mn12b-v2preferwi-89475-v3 to be ready
Inference service chaiml-mn12b-v2preferwi-89475-v3 ready after 70.17401623725891s
Pipeline stage MKMLDeployer completed in 70.61s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.63138747215271s
Received healthy response to inference request in 1.0713019371032715s
Received healthy response to inference request in 1.1139991283416748s
Received healthy response to inference request in 1.4059064388275146s
Received healthy response to inference request in 1.2560832500457764s
5 requests
0 failed requests
5th percentile: 1.0798413753509521
10th percentile: 1.0883808135986328
20th percentile: 1.1054596900939941
30th percentile: 1.142415952682495
40th percentile: 1.1992496013641358
50th percentile: 1.2560832500457764
60th percentile: 1.3160125255584716
70th percentile: 1.375941801071167
80th percentile: 1.4510026454925538
90th percentile: 1.5411950588226317
95th percentile: 1.5862912654876709
99th percentile: 1.622368230819702
mean time: 1.2957356452941895
Pipeline stage StressChecker completed in 8.13s
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 0.72s
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 0.67s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_89475_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn12b-v2preferwi-89475-v3-profiler
Waiting for inference service chaiml-mn12b-v2preferwi-89475-v3-profiler to be ready
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 2527.89s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_89475_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_89475_v3 status is now torndown due to DeploymentManager action