developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_12440_v4
model_name: chaiml-mn24b-v2preferwi_12440_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:54:20+00:00
num_battles: 5896
num_wins: 3123
celo_rating: 1285.29
family_friendly_score: 0.5178
family_friendly_standard_error: 0.007066585597019256
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5483330391475282, 'latency_mean': 1.8235998570919036, 'latency_p50': 1.838262915611267, 'latency_p90': 2.0360267639160154}, {'batch_size': 3, 'throughput': 1.1052084474819495, 'latency_mean': 2.70388316988945, 'latency_p50': 2.7165411710739136, 'latency_p90': 2.978907752037048}, {'batch_size': 5, 'throughput': 1.449143425346753, 'latency_mean': 3.4247557866573333, 'latency_p50': 3.412071943283081, 'latency_p90': 3.8856634616851804}, {'batch_size': 6, 'throughput': 1.544130157232837, 'latency_mean': 3.8560224997997286, 'latency_p50': 3.8866631984710693, 'latency_p90': 4.3958313226699826}, {'batch_size': 8, 'throughput': 1.7092585796722704, 'latency_mean': 4.647319054603576, 'latency_p50': 4.64179265499115, 'latency_p90': 5.296983456611633}, {'batch_size': 10, 'throughput': 1.7963316893000296, 'latency_mean': 5.514797607660293, 'latency_p50': 5.472738265991211, 'latency_p90': 6.301022171974182}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_12440_v4
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-17
win_ratio: 0.5296811397557666
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-12440-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-12440-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: Downloaded to shared memory in 55.642s
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpb5id4ejn, device:0
chaiml-mn24b-v2preferwi-12440-v4-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-12440-v4-mkmlizer: quantized model in 288.048s
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune6 in 343.690s
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v4/nvidia
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-12440-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-12440-v4-mkmlizer completed after 459.08s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-12440-v4-mkmlizer
Pipeline stage MKMLizer completed in 459.57s
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-12440-v4
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-12440-v4 ready after 60.51287651062012s
Pipeline stage MKMLDeployer completed in 61.80s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0358223915100098s
Received healthy response to inference request in 1.7664313316345215s
Received healthy response to inference request in 1.8872761726379395s
Received healthy response to inference request in 1.651108980178833s
Received healthy response to inference request in 1.6463236808776855s
5 requests
0 failed requests
5th percentile: 1.647280740737915
10th percentile: 1.6482378005981446
20th percentile: 1.6501519203186035
30th percentile: 1.6741734504699708
40th percentile: 1.7203023910522461
50th percentile: 1.7664313316345215
60th percentile: 1.8147692680358887
70th percentile: 1.8631072044372559
80th percentile: 1.9169854164123536
90th percentile: 1.9764039039611816
95th percentile: 2.006113147735596
99th percentile: 2.029880542755127
mean time: 1.7973925113677978
Pipeline stage StressChecker completed in 10.61s
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 0.70s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v4 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 2664.32s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_12440_v4 status is now torndown due to DeploymentManager action