developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_3050_v11
model_name: chaiml-mn24b-v2preferwi_3050_v11
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T21:01:41+00:00
num_battles: 6729
num_wins: 3589
celo_rating: 1285.73
family_friendly_score: 0.581
family_friendly_standard_error: 0.006977664365674233
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': 0.5443410351903327, 'latency_mean': 1.8369641554355622, 'latency_p50': 1.8284881114959717, 'latency_p90': 2.0386563777923583}, {'batch_size': 3, 'throughput': 1.1135041647831463, 'latency_mean': 2.68773654460907, 'latency_p50': 2.6840450763702393, 'latency_p90': 2.956105136871338}, {'batch_size': 5, 'throughput': 1.4243350133546264, 'latency_mean': 3.493455715179443, 'latency_p50': 3.511265993118286, 'latency_p90': 3.9537784814834596}, {'batch_size': 6, 'throughput': 1.546135539406356, 'latency_mean': 3.851650676727295, 'latency_p50': 3.8158645629882812, 'latency_p90': 4.3580645561218265}, {'batch_size': 8, 'throughput': 1.7122738968724824, 'latency_mean': 4.636443852186203, 'latency_p50': 4.643388271331787, 'latency_p90': 5.291005086898804}, {'batch_size': 10, 'throughput': 1.7854716008322904, 'latency_mean': 5.540752074718475, 'latency_p50': 5.582478642463684, 'latency_p90': 6.442160129547119}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_3050_v11
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-13
win_ratio: 0.5333630554317135
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 50, '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': '{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-mn24b-v2preferwi-3050-v11-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v11-mkmlizer to finish
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: Downloaded to shared memory in 55.692s
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplwyvcxq_, device:0
chaiml-mn24b-v2preferwi-3050-v11-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-3050-v11-mkmlizer: quantized model in 287.650s
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 343.343s
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v11/nvidia/config.json
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v11/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v11/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v11/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v11/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v11/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-3050-v11-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-3050-v11-mkmlizer completed after 378.25s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-3050-v11-mkmlizer
Pipeline stage MKMLizer completed in 379.15s
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-mn24b-v2preferwi-3050-v11
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v11 to be ready
Inference service chaiml-mn24b-v2preferwi-3050-v11 ready after 60.64302349090576s
Pipeline stage MKMLDeployer completed in 61.18s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.257667064666748s
Received healthy response to inference request in 2.2083115577697754s
Received healthy response to inference request in 1.8224833011627197s
Received healthy response to inference request in 1.7923600673675537s
Received healthy response to inference request in 2.1224210262298584s
5 requests
0 failed requests
5th percentile: 1.798384714126587
10th percentile: 1.8044093608856202
20th percentile: 1.8164586544036865
30th percentile: 1.8824708461761475
40th percentile: 2.002445936203003
50th percentile: 2.1224210262298584
60th percentile: 2.1567772388458253
70th percentile: 2.191133451461792
80th percentile: 2.21818265914917
90th percentile: 2.237924861907959
95th percentile: 2.2477959632873534
99th percentile: 2.255692844390869
mean time: 2.040648603439331
Pipeline stage StressChecker completed in 11.60s
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 1.02s
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_3050_v11 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 2700.89s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v11 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_3050_v11 status is now torndown due to DeploymentManager action