developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_3050_v15
model_name: chaiml-mn24b-v2preferwi_3050_v15
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T21:09:41+00:00
num_battles: 5717
num_wins: 3019
celo_rating: 1280.44
family_friendly_score: 0.583
family_friendly_standard_error: 0.006972962067873307
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.5452726414135793, 'latency_mean': 1.8338101851940154, 'latency_p50': 1.8227794170379639, 'latency_p90': 2.04515597820282}, {'batch_size': 3, 'throughput': 1.0963931148935881, 'latency_mean': 2.7314918303489684, 'latency_p50': 2.7180341482162476, 'latency_p90': 3.039141607284546}, {'batch_size': 5, 'throughput': 1.3975232944067117, 'latency_mean': 3.557708398103714, 'latency_p50': 3.5966365337371826, 'latency_p90': 3.940502142906189}, {'batch_size': 6, 'throughput': 1.5031431620666102, 'latency_mean': 3.9555527663230894, 'latency_p50': 4.005423307418823, 'latency_p90': 4.5240480422973635}, {'batch_size': 8, 'throughput': 1.6504119431049407, 'latency_mean': 4.828158987760544, 'latency_p50': 4.848955512046814, 'latency_p90': 5.497705340385437}, {'batch_size': 10, 'throughput': 1.7371748888041183, 'latency_mean': 5.691669450998306, 'latency_p50': 5.76800799369812, 'latency_p90': 6.611178565025329}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_3050_v15
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-13
win_ratio: 0.5280741647717334
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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-3050-v15-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v15-mkmlizer to finish
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-3050-v15-mkmlizer: Downloaded to shared memory in 59.799s
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvqluvbr5, device:0
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: quantized model in 288.312s
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 348.111s
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v15/nvidia
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v15/nvidia/config.json
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v15/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v15/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v15/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v15/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-3050-v15-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v15/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-3050-v15-mkmlizer completed after 417.44s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-3050-v15-mkmlizer
Pipeline stage MKMLizer completed in 417.96s
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-mn24b-v2preferwi-3050-v15
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v15 to be ready
Inference service chaiml-mn24b-v2preferwi-3050-v15 ready after 60.5212881565094s
Pipeline stage MKMLDeployer completed in 61.07s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.136603593826294s
Received healthy response to inference request in 1.7599890232086182s
Received healthy response to inference request in 1.8911170959472656s
Received healthy response to inference request in 1.68215012550354s
Received healthy response to inference request in 2.051840305328369s
5 requests
0 failed requests
5th percentile: 1.6977179050445557
10th percentile: 1.7132856845855713
20th percentile: 1.7444212436676025
30th percentile: 1.7862146377563477
40th percentile: 1.8386658668518066
50th percentile: 1.8911170959472656
60th percentile: 1.955406379699707
70th percentile: 2.0196956634521483
80th percentile: 2.068792963027954
90th percentile: 2.102698278427124
95th percentile: 2.119650936126709
99th percentile: 2.133213062286377
mean time: 1.9043400287628174
Pipeline stage StressChecker completed in 10.89s
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 1.10s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v15 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 0.29s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
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 2676.36s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v15 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_3050_v15 status is now torndown due to DeploymentManager action