developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_23017_v6
model_name: chaiml-mn24b-v2preferwi_23017_v6
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T01:25:38+00:00
num_battles: 5502
num_wins: 2825
celo_rating: 1266.35
family_friendly_score: 0.5898
family_friendly_standard_error: 0.006956090281185258
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6
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': 0.5425310177969975, 'latency_mean': 1.8431095218658446, 'latency_p50': 1.8601468801498413, 'latency_p90': 2.0440157890319823}, {'batch_size': 3, 'throughput': 1.1207365115382537, 'latency_mean': 2.6724779486656187, 'latency_p50': 2.6521295309066772, 'latency_p90': 2.9621670722961424}, {'batch_size': 5, 'throughput': 1.430584570463811, 'latency_mean': 3.4813622307777403, 'latency_p50': 3.453837275505066, 'latency_p90': 4.007276797294617}, {'batch_size': 6, 'throughput': 1.5457905955193039, 'latency_mean': 3.85732839345932, 'latency_p50': 3.8717010021209717, 'latency_p90': 4.319774150848389}, {'batch_size': 8, 'throughput': 1.6953039396090817, 'latency_mean': 4.684769266843796, 'latency_p50': 4.697583198547363, 'latency_p90': 5.2797846555709835}, {'batch_size': 10, 'throughput': 1.7634265719806343, 'latency_mean': 5.617156682014465, 'latency_p50': 5.633372664451599, 'latency_p90': 6.451591515541077}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_23017_v6
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-16
win_ratio: 0.5134496546710288
generation_params: {'temperature': 0.75, '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-23017-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-23017-v6-mkmlizer to finish
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v6-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-23017-v6-mkmlizer: Downloaded to shared memory in 64.431s
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyvjzljam, device:0
chaiml-mn24b-v2preferwi-23017-v6-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-23017-v6-mkmlizer: quantized model in 288.061s
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6 in 352.492s
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v6/nvidia
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v6/nvidia/config.json
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-23017-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-23017-v6-mkmlizer completed after 418.44s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-23017-v6-mkmlizer
Pipeline stage MKMLizer completed in 419.45s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-23017-v6
Waiting for inference service chaiml-mn24b-v2preferwi-23017-v6 to be ready
Inference service chaiml-mn24b-v2preferwi-23017-v6 ready after 60.627989292144775s
Pipeline stage MKMLDeployer completed in 61.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.172400951385498s
Received healthy response to inference request in 1.6868999004364014s
Received healthy response to inference request in 1.6608819961547852s
Received healthy response to inference request in 1.7462737560272217s
Received healthy response to inference request in 1.8590748310089111s
5 requests
0 failed requests
5th percentile: 1.6660855770111085
10th percentile: 1.6712891578674316
20th percentile: 1.681696319580078
30th percentile: 1.6987746715545655
40th percentile: 1.7225242137908936
50th percentile: 1.7462737560272217
60th percentile: 1.7913941860198974
70th percentile: 1.8365146160125732
80th percentile: 1.9217400550842285
90th percentile: 2.0470705032348633
95th percentile: 2.1097357273101807
99th percentile: 2.1598679065704345
mean time: 1.8251062870025634
Pipeline stage StressChecker completed in 10.50s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23017_v6 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 2773.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23017_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_23017_v6 status is now torndown due to DeploymentManager action