developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_81433_v5
model_name: chaiml-mn24b-v2preferwi_81433_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:45:57+00:00
num_battles: 6060
num_wins: 3123
celo_rating: 1270.74
family_friendly_score: 0.556
family_friendly_standard_error: 0.007026578114559035
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5489273582195638, 'latency_mean': 1.8216090822219848, 'latency_p50': 1.8157304525375366, 'latency_p90': 2.015766429901123}, {'batch_size': 3, 'throughput': 1.11940948399705, 'latency_mean': 2.6748617088794706, 'latency_p50': 2.6420851945877075, 'latency_p90': 2.96003737449646}, {'batch_size': 5, 'throughput': 1.4278349952450906, 'latency_mean': 3.4839799785614014, 'latency_p50': 3.4944822788238525, 'latency_p90': 3.9208531379699707}, {'batch_size': 6, 'throughput': 1.541424496150449, 'latency_mean': 3.8649740290641783, 'latency_p50': 3.8967559337615967, 'latency_p90': 4.414389991760254}, {'batch_size': 8, 'throughput': 1.6682461785776819, 'latency_mean': 4.753938622474671, 'latency_p50': 4.772459626197815, 'latency_p90': 5.44441339969635}, {'batch_size': 10, 'throughput': 1.7367372049906922, 'latency_mean': 5.708616410493851, 'latency_p50': 5.691938757896423, 'latency_p90': 6.526425099372863}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_81433_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-19
win_ratio: 0.5153465346534654
generation_params: {'temperature': 0.8, '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-81433-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-81433-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: Downloaded to shared memory in 97.919s
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp97heel58, device:0
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-mistral32-deeps_89261_v16: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral32-deeps_89261_v16/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.3.180.239:8080/models/chaiml-mistral32-deeps_89261_v16/predict\'"}')
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: quantized model in 285.621s
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune8 in 383.540s
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v5/nvidia
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-81433-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-81433-v5-mkmlizer completed after 472.42s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-81433-v5-mkmlizer
Pipeline stage MKMLizer completed in 473.02s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-81433-v5
Waiting for inference service chaiml-mn24b-v2preferwi-81433-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-81433-v5 ready after 60.693976402282715s
Pipeline stage MKMLDeployer completed in 61.43s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7148895263671875s
Received healthy response to inference request in 1.949815273284912s
Received healthy response to inference request in 1.7060332298278809s
Received healthy response to inference request in 1.8414292335510254s
Received healthy response to inference request in 2.0139501094818115s
5 requests
0 failed requests
5th percentile: 1.7078044891357422
10th percentile: 1.7095757484436036
20th percentile: 1.7131182670593261
30th percentile: 1.7401974678039551
40th percentile: 1.7908133506774901
50th percentile: 1.8414292335510254
60th percentile: 1.88478364944458
70th percentile: 1.9281380653381348
80th percentile: 1.962642240524292
90th percentile: 1.9882961750030517
95th percentile: 2.001123142242432
99th percentile: 2.0113847160339358
mean time: 1.8452234745025635
Pipeline stage StressChecker completed in 11.20s
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 0.74s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_81433_v5 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 3045.58s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_81433_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_81433_v5 status is now torndown due to DeploymentManager action