developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_66514_v3
model_name: chaiml-mn24b-v2preferwi_66514_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T20:15:31+00:00
num_battles: 5968
num_wins: 3107
celo_rating: 1266.28
family_friendly_score: 0.5644
family_friendly_standard_error: 0.007012169992234929
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune13
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': 0.5480346943927645, 'latency_mean': 1.824606100320816, 'latency_p50': 1.8233966827392578, 'latency_p90': 2.0419260978698732}, {'batch_size': 3, 'throughput': 1.104882421318738, 'latency_mean': 2.7007386183738706, 'latency_p50': 2.6970770359039307, 'latency_p90': 2.9958910226821898}, {'batch_size': 5, 'throughput': 1.4222456408177078, 'latency_mean': 3.4984712767601014, 'latency_p50': 3.5129588842391968, 'latency_p90': 4.014783549308777}, {'batch_size': 6, 'throughput': 1.543308569263712, 'latency_mean': 3.855058616399765, 'latency_p50': 3.8549938201904297, 'latency_p90': 4.366577911376953}, {'batch_size': 8, 'throughput': 1.696609251797247, 'latency_mean': 4.671047395467758, 'latency_p50': 4.7003514766693115, 'latency_p90': 5.356650495529174}, {'batch_size': 10, 'throughput': 1.7799281878614786, 'latency_mean': 5.562456961870193, 'latency_p50': 5.537888407707214, 'latency_p90': 6.403393125534057}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_66514_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune13
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-12
win_ratio: 0.5206099195710456
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-66514-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-66514-v3-mkmlizer to finish
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...b-s_69496_v30/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: Downloaded to shared memory in 86.643s
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune13 already exists in ChaiML
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpihq_wjqe, device:0
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: quantized model in 289.183s
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune13 in 375.827s
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v3/nvidia
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-66514-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-66514-v3-mkmlizer completed after 500.27s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-66514-v3-mkmlizer
Pipeline stage MKMLizer completed in 501.07s
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-66514-v3
Waiting for inference service chaiml-mn24b-v2preferwi-66514-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-66514-v3 ready after 60.26862955093384s
Pipeline stage MKMLDeployer completed in 60.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3119916915893555s
Received healthy response to inference request in 2.377312421798706s
Received healthy response to inference request in 2.082859516143799s
Received healthy response to inference request in 1.7142088413238525s
Received healthy response to inference request in 1.9324522018432617s
5 requests
0 failed requests
5th percentile: 1.7578575134277343
10th percentile: 1.8015061855316161
20th percentile: 1.88880352973938
30th percentile: 1.962533664703369
40th percentile: 2.022696590423584
50th percentile: 2.082859516143799
60th percentile: 2.1745123863220215
70th percentile: 2.266165256500244
80th percentile: 2.3250558376312256
90th percentile: 2.351184129714966
95th percentile: 2.364248275756836
99th percentile: 2.374699592590332
mean time: 2.083764934539795
Pipeline stage StressChecker completed in 11.98s
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 0.65s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66514_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 2658.57s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66514_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_66514_v3 status is now torndown due to DeploymentManager action