developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_56971_v2
model_name: chaiml-mn24b-v2preferwi_56971_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:51:58+00:00
num_battles: 6009
num_wins: 3068
celo_rating: 1263.13
family_friendly_score: 0.5884
family_friendly_standard_error: 0.006959675854520813
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5480625592136453, 'latency_mean': 1.8244913005828858, 'latency_p50': 1.8372052907943726, 'latency_p90': 2.0376120090484617}, {'batch_size': 3, 'throughput': 1.1192164575399692, 'latency_mean': 2.6793428802490236, 'latency_p50': 2.6736674308776855, 'latency_p90': 2.9611973762512207}, {'batch_size': 5, 'throughput': 1.436820238280427, 'latency_mean': 3.46560470700264, 'latency_p50': 3.4840750694274902, 'latency_p90': 3.926951360702515}, {'batch_size': 6, 'throughput': 1.5440894131874225, 'latency_mean': 3.868438539505005, 'latency_p50': 3.8699309825897217, 'latency_p90': 4.339366006851196}, {'batch_size': 8, 'throughput': 1.696261637926842, 'latency_mean': 4.687373861074447, 'latency_p50': 4.696774840354919, 'latency_p90': 5.3176387548446655}, {'batch_size': 10, 'throughput': 1.7630056922104573, 'latency_mean': 5.627920755147934, 'latency_p50': 5.666733980178833, 'latency_p90': 6.315683770179748}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_56971_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-17
win_ratio: 0.5105674821101681
generation_params: {'temperature': 0.65, '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': '\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-mn24b-v2preferwi-56971-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-56971-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: Downloaded to shared memory in 69.228s
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxy_8gxm_, device:0
chaiml-mn24b-v2preferwi-56971-v2-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-mn24b-v2preferwi-56971-v2-mkmlizer: quantized model in 290.304s
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8 in 359.533s
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v2/nvidia
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-56971-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-56971-v2-mkmlizer completed after 429.33s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-56971-v2-mkmlizer
Pipeline stage MKMLizer completed in 430.40s
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-mn24b-v2preferwi-56971-v2
Waiting for inference service chaiml-mn24b-v2preferwi-56971-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-56971-v2 ready after 40.37850069999695s
Pipeline stage MKMLDeployer completed in 41.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9999494552612305s
Received healthy response to inference request in 1.8261713981628418s
Received healthy response to inference request in 1.9120242595672607s
Received healthy response to inference request in 1.7453231811523438s
Received healthy response to inference request in 1.6853117942810059s
5 requests
0 failed requests
5th percentile: 1.6973140716552735
10th percentile: 1.709316349029541
20th percentile: 1.7333209037780761
30th percentile: 1.7614928245544434
40th percentile: 1.7938321113586426
50th percentile: 1.8261713981628418
60th percentile: 1.8605125427246094
70th percentile: 1.894853687286377
80th percentile: 1.9296092987060547
90th percentile: 1.9647793769836426
95th percentile: 1.9823644161224365
99th percentile: 1.9964324474334716
mean time: 1.8337560176849366
Pipeline stage StressChecker completed in 10.60s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_56971_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 3121.20s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_56971_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_56971_v2 status is now torndown due to DeploymentManager action