developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25799_v3
model_name: chaiml-mn24b-v2preferwi_25799_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:37:55+00:00
num_battles: 5601
num_wins: 2946
celo_rating: 1276.09
family_friendly_score: 0.5127999999999999
family_friendly_standard_error: 0.007068750384615374
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune2
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': 0.5447643571729796, 'latency_mean': 1.8355612659454346, 'latency_p50': 1.83249032497406, 'latency_p90': 2.0353533267974853}, {'batch_size': 3, 'throughput': 1.094914453523589, 'latency_mean': 2.7326307117938997, 'latency_p50': 2.7500083446502686, 'latency_p90': 3.0014179944992065}, {'batch_size': 5, 'throughput': 1.4135484589616771, 'latency_mean': 3.5275041496753694, 'latency_p50': 3.531858801841736, 'latency_p90': 4.01432056427002}, {'batch_size': 6, 'throughput': 1.526768574225125, 'latency_mean': 3.9090463531017305, 'latency_p50': 3.9000191688537598, 'latency_p90': 4.404030871391297}, {'batch_size': 8, 'throughput': 1.6663026479058507, 'latency_mean': 4.767315874099731, 'latency_p50': 4.791240811347961, 'latency_p90': 5.455162835121155}, {'batch_size': 10, 'throughput': 1.7465402749521395, 'latency_mean': 5.681804180145264, 'latency_p50': 5.698998928070068, 'latency_p90': 6.532170152664184}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25799_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-17
win_ratio: 0.5259775040171398
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-25799-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25799-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: Downloaded to shared memory in 68.945s
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcsz9daez, device:0
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
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-25799-v3-mkmlizer: quantized model in 289.071s
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune2 in 358.016s
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v3/nvidia
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25799-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25799-v3-mkmlizer completed after 458.89s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25799-v3-mkmlizer
Pipeline stage MKMLizer completed in 459.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-25799-v3
Waiting for inference service chaiml-mn24b-v2preferwi-25799-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-25799-v3 ready after 50.229573011398315s
Pipeline stage MKMLDeployer completed in 50.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9255571365356445s
Received healthy response to inference request in 1.2228903770446777s
Received healthy response to inference request in 1.3555774688720703s
Received healthy response to inference request in 1.624197244644165s
Received healthy response to inference request in 1.712096929550171s
5 requests
0 failed requests
5th percentile: 1.2494277954101562
10th percentile: 1.2759652137756348
20th percentile: 1.3290400505065918
30th percentile: 1.4093014240264892
40th percentile: 1.516749334335327
50th percentile: 1.624197244644165
60th percentile: 1.6593571186065674
70th percentile: 1.6945169925689698
80th percentile: 1.7547889709472657
90th percentile: 1.8401730537414551
95th percentile: 1.8828650951385497
99th percentile: 1.9170187282562257
mean time: 1.5680638313293458
Pipeline stage StressChecker completed in 9.39s
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 0.67s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25799_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 2624.51s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25799_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25799_v3 status is now torndown due to DeploymentManager action