developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_12440_v8
model_name: chaiml-mn24b-v2preferwi_12440_v8
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T05:54:56+00:00
num_battles: 5767
num_wins: 3041
celo_rating: 1281.72
family_friendly_score: 0.5174000000000001
family_friendly_standard_error: 0.007066784841779181
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': 0.5492498247553209, 'latency_mean': 1.820567557811737, 'latency_p50': 1.8169196844100952, 'latency_p90': 2.0258732557296755}, {'batch_size': 3, 'throughput': 1.1141768766045332, 'latency_mean': 2.6830547177791595, 'latency_p50': 2.6957433223724365, 'latency_p90': 2.9378867626190184}, {'batch_size': 5, 'throughput': 1.4482694498339233, 'latency_mean': 3.4340458619594574, 'latency_p50': 3.4297114610671997, 'latency_p90': 3.889588475227356}, {'batch_size': 6, 'throughput': 1.5710769882988906, 'latency_mean': 3.7962225210666656, 'latency_p50': 3.7818443775177, 'latency_p90': 4.271008372306824}, {'batch_size': 8, 'throughput': 1.7112375949340872, 'latency_mean': 4.647587434053421, 'latency_p50': 4.615887880325317, 'latency_p90': 5.318467974662781}, {'batch_size': 10, 'throughput': 1.8126753916703835, 'latency_mean': 5.470497143268585, 'latency_p50': 5.436680316925049, 'latency_p90': 6.281533193588257}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_12440_v8
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.55
us_pacific_date: 2025-09-17
win_ratio: 0.5273105600832322
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-12440-v8-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-12440-v8-mkmlizer to finish
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v8-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-12440-v8-mkmlizer: Downloaded to shared memory in 59.722s
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgtnbjrmb, device:0
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: quantized model in 289.210s
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune6 in 348.932s
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v8/nvidia
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v8/nvidia/config.json
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v8/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v8/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v8/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v8/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-12440-v8-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-12440-v8-mkmlizer completed after 417.38s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-12440-v8-mkmlizer
Pipeline stage MKMLizer completed in 417.87s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.24s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-12440-v8
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v8 to be ready
Inference service chaiml-mn24b-v2preferwi-12440-v8 ready after 50.1719856262207s
Pipeline stage MKMLDeployer completed in 50.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1130876541137695s
Received healthy response to inference request in 1.7362568378448486s
Received healthy response to inference request in 1.536870002746582s
Received healthy response to inference request in 1.7142395973205566s
Received healthy response to inference request in 1.6597933769226074s
5 requests
0 failed requests
5th percentile: 1.561454677581787
10th percentile: 1.5860393524169922
20th percentile: 1.6352087020874024
30th percentile: 1.6706826210021972
40th percentile: 1.692461109161377
50th percentile: 1.7142395973205566
60th percentile: 1.7230464935302734
70th percentile: 1.7318533897399901
80th percentile: 1.811623001098633
90th percentile: 1.9623553276062011
95th percentile: 2.0377214908599854
99th percentile: 2.0980144214630125
mean time: 1.752049493789673
Pipeline stage StressChecker completed in 12.13s
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 0.68s
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 0.96s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v8 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-12440-v8-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v8-profiler to be ready
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 2667.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_12440_v8 status is now torndown due to DeploymentManager action