chaiml-mn12b-v2preferwi_89475

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_89475_v4
model_name: chaiml-mn12b-v2preferwi_89475_v4
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T10:33:44+00:00
num_battles: 6185
num_wins: 3311
celo_rating: 1275.68
family_friendly_score: 0.5498000000000001
family_friendly_standard_error: 0.007035907333102107
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': 0.9273276706004369, 'latency_mean': 1.0782674002647399, 'latency_p50': 1.083796739578247, 'latency_p90': 1.2017541885375977}, {'batch_size': 5, 'throughput': 2.465231434466774, 'latency_mean': 2.0181227695941923, 'latency_p50': 2.0184688568115234, 'latency_p90': 2.2165542602539063}, {'batch_size': 10, 'throughput': 3.084543125935665, 'latency_mean': 3.1993891382217408, 'latency_p50': 3.2037893533706665, 'latency_p90': 3.631088662147522}, {'batch_size': 15, 'throughput': 3.298593523939789, 'latency_mean': 4.490464584827423, 'latency_p50': 4.514483690261841, 'latency_p90': 5.244811773300171}, {'batch_size': 20, 'throughput': 3.330641551045011, 'latency_mean': 5.8884848368167875, 'latency_p50': 5.936438083648682, 'latency_p90': 6.812859654426575}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_89475_v4
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune1
model_size: 13B
ranking_group: single
throughput_3p7s: 3.23
us_pacific_date: 2025-09-11
win_ratio: 0.5353274050121261
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, '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-v4-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-89475-v4-mkmlizer to finish
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: Downloaded to shared memory in 16.027s
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune1 already exists in ChaiML
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5rvy9rmx, device:0
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: quantized model in 146.630s
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune1 in 162.657s
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v4/nvidia
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v4/nvidia/config.json
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v4/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v4/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v4/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-89475-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-89475-v4-mkmlizer completed after 194.85s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-89475-v4-mkmlizer
Pipeline stage MKMLizer completed in 195.26s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-v2preferwi-89475-v4
Waiting for inference service chaiml-mn12b-v2preferwi-89475-v4 to be ready
Inference service chaiml-mn12b-v2preferwi-89475-v4 ready after 70.11475801467896s
Pipeline stage MKMLDeployer completed in 70.53s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0028488636016846s
Received healthy response to inference request in 1.0486721992492676s
Received healthy response to inference request in 1.401447057723999s
Received healthy response to inference request in 1.0917556285858154s
Received healthy response to inference request in 1.0301728248596191s
5 requests
0 failed requests
5th percentile: 1.033872699737549
10th percentile: 1.0375725746154785
20th percentile: 1.0449723243713378
30th percentile: 1.0572888851165771
40th percentile: 1.0745222568511963
50th percentile: 1.0917556285858154
60th percentile: 1.2156322002410889
70th percentile: 1.3395087718963623
80th percentile: 1.5217274188995362
90th percentile: 1.7622881412506104
95th percentile: 1.8825685024261474
99th percentile: 1.978792791366577
mean time: 1.3149793148040771
Pipeline stage StressChecker completed in 7.89s
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 0.70s
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_89475_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 2147.89s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_89475_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_89475_v4 status is now torndown due to DeploymentManager action