developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_95043_v3
model_name: chaiml-mn24b-v2preferwi_95043_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T02:31:18+00:00
num_battles: 5721
num_wins: 2958
celo_rating: 1274.6
family_friendly_score: 0.5582
family_friendly_standard_error: 0.007023001637476671
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_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': 0.2607211904455669, 'latency_mean': 3.8353962767124177, 'latency_p50': 3.698702096939087, 'latency_p90': 5.600411987304687}, {'batch_size': 3, 'throughput': 1.1095806821010252, 'latency_mean': 2.688451452255249, 'latency_p50': 2.677085518836975, 'latency_p90': 2.962817668914795}, {'batch_size': 5, 'throughput': 1.1595120325307076, 'latency_mean': 4.279945838451385, 'latency_p50': 3.631998658180237, 'latency_p90': 7.161398601531983}, {'batch_size': 6, 'throughput': 1.51877863084234, 'latency_mean': 3.9110108506679535, 'latency_p50': 3.9239754676818848, 'latency_p90': 4.441489505767822}, {'batch_size': 8, 'throughput': 1.687960596808258, 'latency_mean': 4.712435641288757, 'latency_p50': 4.710319995880127, 'latency_p90': 5.292510056495667}, {'batch_size': 10, 'throughput': 1.762521626776957, 'latency_mean': 5.628161611557007, 'latency_p50': 5.586953163146973, 'latency_p90': 6.5441502094268795}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_95043_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 0.27
us_pacific_date: 2025-09-11
win_ratio: 0.5170424750917672
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': '{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-95043-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-95043-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v3-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-95043-v3-mkmlizer: Downloaded to shared memory in 51.925s
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5ux0qllc, device:0
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: quantized model in 286.211s
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune7 in 338.137s
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v3/nvidia
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-95043-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-95043-v3-mkmlizer completed after 418.35s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-95043-v3-mkmlizer
Pipeline stage MKMLizer completed in 418.90s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-95043-v3
Waiting for inference service chaiml-mn24b-v2preferwi-95043-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-95043-v3 ready after 50.33228921890259s
Pipeline stage MKMLDeployer completed in 50.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1734347343444824s
Received healthy response to inference request in 1.7481341361999512s
Received healthy response to inference request in 2.015761613845825s
Received healthy response to inference request in 1.7132291793823242s
Received healthy response to inference request in 1.6880192756652832s
5 requests
0 failed requests
5th percentile: 1.6930612564086913
10th percentile: 1.6981032371520997
20th percentile: 1.708187198638916
30th percentile: 1.7202101707458497
40th percentile: 1.7341721534729004
50th percentile: 1.7481341361999512
60th percentile: 1.8551851272583009
70th percentile: 1.9622361183166503
80th percentile: 2.047296237945557
90th percentile: 2.1103654861450196
95th percentile: 2.141900110244751
99th percentile: 2.167127809524536
mean time: 1.8677157878875732
Pipeline stage StressChecker completed in 10.78s
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 0.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95043_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 2490.07s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95043_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_95043_v3 status is now torndown due to DeploymentManager action