developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_49531_v3
model_name: chaiml-mn24b-v2preferwi_49531_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T00:56:45+00:00
num_battles: 5605
num_wins: 3066
celo_rating: 1289.17
family_friendly_score: 0.5671999999999999
family_friendly_standard_error: 0.007006913157732155
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7
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': 0.5452746262609822, 'latency_mean': 1.833812210559845, 'latency_p50': 1.8292323350906372, 'latency_p90': 2.0292551517486572}, {'batch_size': 3, 'throughput': 1.1045190955554878, 'latency_mean': 2.7015437495708468, 'latency_p50': 2.714235544204712, 'latency_p90': 3.015453743934631}, {'batch_size': 5, 'throughput': 1.4133944116292323, 'latency_mean': 3.516350041627884, 'latency_p50': 3.4878815412521362, 'latency_p90': 4.000362753868103}, {'batch_size': 6, 'throughput': 1.5122269596571307, 'latency_mean': 3.935140805244446, 'latency_p50': 3.9794602394104004, 'latency_p90': 4.466753530502319}, {'batch_size': 8, 'throughput': 1.6731779614305662, 'latency_mean': 4.750256551504135, 'latency_p50': 4.704582095146179, 'latency_p90': 5.43244161605835}, {'batch_size': 10, 'throughput': 1.7388623692327712, 'latency_mean': 5.68935137629509, 'latency_p50': 5.668117642402649, 'latency_p90': 6.548879909515381}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_49531_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-18
win_ratio: 0.5470115967885816
generation_params: {'temperature': 0.7, '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-49531-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-49531-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: Downloaded to shared memory in 108.748s
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpct836ae0, device:0
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: quantized model in 285.744s
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7 in 394.492s
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v3/nvidia
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-49531-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-49531-v3-mkmlizer completed after 470.21s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-49531-v3-mkmlizer
Pipeline stage MKMLizer completed in 470.72s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-49531-v3
Waiting for inference service chaiml-mn24b-v2preferwi-49531-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-49531-v3 ready after 50.267050981521606s
Pipeline stage MKMLDeployer completed in 51.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.168731451034546s
Received healthy response to inference request in 1.7083301544189453s
Received healthy response to inference request in 1.6926078796386719s
Received healthy response to inference request in 1.9075982570648193s
Received healthy response to inference request in 1.6513316631317139s
5 requests
0 failed requests
5th percentile: 1.6595869064331055
10th percentile: 1.667842149734497
20th percentile: 1.6843526363372803
30th percentile: 1.6957523345947265
40th percentile: 1.702041244506836
50th percentile: 1.7083301544189453
60th percentile: 1.788037395477295
70th percentile: 1.8677446365356445
80th percentile: 1.9598248958587647
90th percentile: 2.064278173446655
95th percentile: 2.1165048122406005
99th percentile: 2.1582861232757566
mean time: 1.8257198810577393
Pipeline stage StressChecker completed in 10.43s
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 0.85s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49531_v3 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 2804.04s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49531_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_49531_v3 status is now torndown due to DeploymentManager action