chaiml-mn12b-v2preferwi_36096

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_36096_v4
model_name: chaiml-mn12b-v2preferwi_36096_v4
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T13:26:28+00:00
num_battles: 5605
num_wins: 3025
celo_rating: 1278.74
family_friendly_score: 0.5558000000000001
family_friendly_standard_error: 0.0070268963276826565
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1syn1_tune3
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': 0.9311422681031137, 'latency_mean': 1.0738315284252167, 'latency_p50': 1.0812263488769531, 'latency_p90': 1.1920611619949342}, {'batch_size': 5, 'throughput': 2.490989702766885, 'latency_mean': 2.0010511910915376, 'latency_p50': 2.0029832124710083, 'latency_p90': 2.2657296180725095}, {'batch_size': 10, 'throughput': 3.065688409203281, 'latency_mean': 3.2312139999866485, 'latency_p50': 3.2155044078826904, 'latency_p90': 3.7083412647247314}, {'batch_size': 15, 'throughput': 3.2611355557387642, 'latency_mean': 4.548468285799027, 'latency_p50': 4.540094017982483, 'latency_p90': 5.291205263137817}, {'batch_size': 20, 'throughput': 3.329205584305046, 'latency_mean': 5.895640995502472, 'latency_p50': 5.924337029457092, 'latency_p90': 6.811861419677735}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_36096_v4
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune3
model_size: 13B
ranking_group: single
throughput_3p7s: 3.18
us_pacific_date: 2025-09-11
win_ratio: 0.5396966993755575
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-36096-v4-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-36096-v4-mkmlizer to finish
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: Downloaded to shared memory in 15.543s
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune3 already exists in ChaiML
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp82gj03sd, device:0
chaiml-mn12b-v2preferwi-36096-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-36096-v4-mkmlizer: quantized model in 146.901s
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune3 in 162.444s
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v4/nvidia
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v4/nvidia/config.json
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v4/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v4/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v4/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-36096-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-36096-v4-mkmlizer completed after 215.89s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-36096-v4-mkmlizer
Pipeline stage MKMLizer completed in 216.34s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-v2preferwi-36096-v4
Waiting for inference service chaiml-mn12b-v2preferwi-36096-v4 to be ready
Inference service chaiml-mn12b-v2preferwi-36096-v4 ready after 70.33466005325317s
Pipeline stage MKMLDeployer completed in 79.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5179812908172607s
Received healthy response to inference request in 1.4164745807647705s
Received healthy response to inference request in 1.1155381202697754s
Received healthy response to inference request in 1.094700813293457s
Received healthy response to inference request in 1.1657707691192627s
5 requests
0 failed requests
5th percentile: 1.0988682746887206
10th percentile: 1.1030357360839844
20th percentile: 1.1113706588745118
30th percentile: 1.125584650039673
40th percentile: 1.1456777095794677
50th percentile: 1.1657707691192627
60th percentile: 1.2660522937774659
70th percentile: 1.3663338184356688
80th percentile: 1.4367759227752686
90th percentile: 1.4773786067962646
95th percentile: 1.4976799488067627
99th percentile: 1.5139210224151611
mean time: 1.2620931148529053
Pipeline stage StressChecker completed in 8.47s
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 0.90s
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_36096_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
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 2183.32s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_36096_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_36096_v4 status is now torndown due to DeploymentManager action