developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_88311_v4
model_name: chaiml-mn24b-v2preferwi_88311_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:44:55+00:00
num_battles: 5666
num_wins: 3047
celo_rating: 1287.28
family_friendly_score: 0.5064
family_friendly_standard_error: 0.007070488526261817
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5400346656010893, 'latency_mean': 1.8516308534145356, 'latency_p50': 1.8737330436706543, 'latency_p90': 2.0172608852386475}, {'batch_size': 3, 'throughput': 1.1264834640090595, 'latency_mean': 2.6605388367176057, 'latency_p50': 2.6293548345565796, 'latency_p90': 2.960776114463806}, {'batch_size': 5, 'throughput': 1.430269371591514, 'latency_mean': 3.478240306377411, 'latency_p50': 3.469202160835266, 'latency_p90': 3.9576487302780152}, {'batch_size': 6, 'throughput': 1.5295482638515099, 'latency_mean': 3.8905862128734587, 'latency_p50': 3.8312329053878784, 'latency_p90': 4.406244111061096}, {'batch_size': 8, 'throughput': 1.694059051280661, 'latency_mean': 4.689719824790955, 'latency_p50': 4.684224605560303, 'latency_p90': 5.284056568145752}, {'batch_size': 10, 'throughput': 1.7738603314550638, 'latency_mean': 5.59885949254036, 'latency_p50': 5.626438140869141, 'latency_p90': 6.479155492782593}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_88311_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-17
win_ratio: 0.5377691493116837
generation_params: {'temperature': 0.75, '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-88311-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-88311-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v4-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-88311-v4-mkmlizer: Downloaded to shared memory in 73.555s
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpm9chhb13, device:0
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: quantized model in 288.286s
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune3 in 361.841s
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v4/nvidia
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-88311-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-88311-v4-mkmlizer completed after 438.89s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-88311-v4-mkmlizer
Pipeline stage MKMLizer completed in 439.36s
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-88311-v4
Waiting for inference service chaiml-mn24b-v2preferwi-88311-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-88311-v4 ready after 60.297306060791016s
Pipeline stage MKMLDeployer completed in 60.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2351205348968506s
Received healthy response to inference request in 1.249276876449585s
Received healthy response to inference request in 1.5660691261291504s
Received healthy response to inference request in 1.5482299327850342s
Received healthy response to inference request in 1.6564011573791504s
5 requests
0 failed requests
5th percentile: 1.3090674877166748
10th percentile: 1.3688580989837646
20th percentile: 1.4884393215179443
30th percentile: 1.5517977714538573
40th percentile: 1.5589334487915039
50th percentile: 1.5660691261291504
60th percentile: 1.6022019386291504
70th percentile: 1.6383347511291504
80th percentile: 1.7721450328826904
90th percentile: 2.0036327838897705
95th percentile: 2.1193766593933105
99th percentile: 2.2119717597961426
mean time: 1.651019525527954
Pipeline stage StressChecker completed in 9.51s
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 0.64s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_88311_v4 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 2603.79s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_88311_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_88311_v4 status is now torndown due to DeploymentManager action