developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_31606_v3
model_name: chaiml-mn24b-v2preferwi_31606_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T00:11:30+00:00
num_battles: 5515
num_wins: 2898
celo_rating: 1274.24
family_friendly_score: 0.5906
family_friendly_standard_error: 0.006954015243008891
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_claude4_tune3
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': 0.5462838181651756, 'latency_mean': 1.830429631471634, 'latency_p50': 1.8458225727081299, 'latency_p90': 2.0271153926849363}, {'batch_size': 3, 'throughput': 1.1111922146688529, 'latency_mean': 2.68724671125412, 'latency_p50': 2.692386746406555, 'latency_p90': 2.979359841346741}, {'batch_size': 5, 'throughput': 1.434555995330096, 'latency_mean': 3.4659966051578524, 'latency_p50': 3.4373337030410767, 'latency_p90': 3.987369751930237}, {'batch_size': 6, 'throughput': 1.5349204648800245, 'latency_mean': 3.882637869119644, 'latency_p50': 3.902605175971985, 'latency_p90': 4.378371024131774}, {'batch_size': 8, 'throughput': 1.6795617446430484, 'latency_mean': 4.7169026291370395, 'latency_p50': 4.741867780685425, 'latency_p90': 5.29350643157959}, {'batch_size': 10, 'throughput': 1.7622151426978012, 'latency_mean': 5.635529733896256, 'latency_p50': 5.704836368560791, 'latency_p90': 6.5045860528945925}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_31606_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_claude4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-15
win_ratio: 0.5254759746146872
generation_params: {'temperature': 0.5, '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-31606-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-31606-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: Downloaded to shared memory in 58.036s
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_claude4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgory0ws6, device:0
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: quantized model in 287.400s
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_claude4_tune3 in 345.437s
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31606-v3/nvidia
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31606-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31606-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31606-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31606-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31606-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-31606-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31606-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-31606-v3-mkmlizer completed after 428.43s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-31606-v3-mkmlizer
Pipeline stage MKMLizer completed in 428.95s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-31606-v3
Waiting for inference service chaiml-mn24b-v2preferwi-31606-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-31606-v3 ready after 60.24626541137695s
Pipeline stage MKMLDeployer completed in 60.98s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7979788780212402s
Received healthy response to inference request in 1.4008939266204834s
Received healthy response to inference request in 1.3735177516937256s
Received healthy response to inference request in 1.1649575233459473s
Received healthy response to inference request in 1.1910314559936523s
5 requests
0 failed requests
5th percentile: 1.1701723098754884
10th percentile: 1.1753870964050293
20th percentile: 1.1858166694641112
30th percentile: 1.227528715133667
40th percentile: 1.3005232334136962
50th percentile: 1.3735177516937256
60th percentile: 1.3844682216644286
70th percentile: 1.3954186916351319
80th percentile: 1.4803109169006348
90th percentile: 1.6391448974609375
95th percentile: 1.7185618877410889
99th percentile: 1.78209547996521
mean time: 1.3856759071350098
Pipeline stage StressChecker completed in 8.40s
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 0.90s
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 0.81s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_31606_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-31606-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-31606-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 2718.47s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_31606_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_31606_v3 status is now torndown due to DeploymentManager action