developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_28462_v3
model_name: chaiml-mn24b-v2preferwi_28462_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:56:23+00:00
num_battles: 5709
num_wins: 2951
celo_rating: 1267.82
family_friendly_score: 0.5794
family_friendly_standard_error: 0.0069813414183808545
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4
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': 0.5420948807009284, 'latency_mean': 1.844598753452301, 'latency_p50': 1.861343502998352, 'latency_p90': 2.034535789489746}, {'batch_size': 3, 'throughput': 1.0964279376196175, 'latency_mean': 2.723440866470337, 'latency_p50': 2.7325628995895386, 'latency_p90': 2.9760545253753663}, {'batch_size': 5, 'throughput': 1.4159550587507697, 'latency_mean': 3.5086531269550325, 'latency_p50': 3.528628945350647, 'latency_p90': 3.952697443962097}, {'batch_size': 6, 'throughput': 1.5080803472356092, 'latency_mean': 3.959375568628311, 'latency_p50': 3.964441180229187, 'latency_p90': 4.489185738563537}, {'batch_size': 8, 'throughput': 1.6634641057077584, 'latency_mean': 4.773469351530075, 'latency_p50': 4.778738021850586, 'latency_p90': 5.45330069065094}, {'batch_size': 10, 'throughput': 1.739455321622776, 'latency_mean': 5.683925971984864, 'latency_p50': 5.68929660320282, 'latency_p90': 6.579247069358825}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_28462_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-16
win_ratio: 0.5169031354002452
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-28462-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-28462-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: Downloaded to shared memory in 60.136s
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkeif7qmb, device:0
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: quantized model in 286.641s
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4 in 346.778s
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v3/nvidia
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v3/nvidia/tokenizer.json
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-28462-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-28462-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-28462-v3-mkmlizer completed after 408.84s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-28462-v3-mkmlizer
Pipeline stage MKMLizer completed in 409.34s
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-28462-v3
Waiting for inference service chaiml-mn24b-v2preferwi-28462-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-28462-v3 ready after 30.210199117660522s
Pipeline stage MKMLDeployer completed in 30.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7951276302337646s
Received healthy response to inference request in 1.571915626525879s
Received healthy response to inference request in 1.6560161113739014s
Received healthy response to inference request in 1.8411738872528076s
Received healthy response to inference request in 1.8770222663879395s
5 requests
0 failed requests
5th percentile: 1.5887357234954833
10th percentile: 1.605555820465088
20th percentile: 1.639196014404297
30th percentile: 1.683838415145874
40th percentile: 1.7394830226898192
50th percentile: 1.7951276302337646
60th percentile: 1.8135461330413818
70th percentile: 1.831964635848999
80th percentile: 1.848343563079834
90th percentile: 1.8626829147338868
95th percentile: 1.8698525905609131
99th percentile: 1.875588331222534
mean time: 1.7482511043548583
Pipeline stage StressChecker completed in 10.11s
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 0.93s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_28462_v3 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-28462-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-28462-v3-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 2759.84s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_28462_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_28462_v3 status is now torndown due to DeploymentManager action