developer_uid: rirv938
submission_id: chaiml-mn24b-v2preferwi_3050_v26
model_name: chaiml-mn24b-v2preferwi_3050_v26
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-10-02T02:35:06+00:00
num_battles: 5700
num_wins: 2915
celo_rating: 1291.68
family_friendly_score: 0.5888
family_friendly_standard_error: 0.006958657341757819
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.5461923893186464, 'latency_mean': 1.8307307529449464, 'latency_p50': 1.815976858139038, 'latency_p90': 2.0347188234329225}, {'batch_size': 3, 'throughput': 1.1250825711589973, 'latency_mean': 2.6582115757465363, 'latency_p50': 2.6407077312469482, 'latency_p90': 2.928995442390442}, {'batch_size': 5, 'throughput': 1.4452109941347069, 'latency_mean': 3.4443823504447937, 'latency_p50': 3.458155393600464, 'latency_p90': 3.841476702690124}, {'batch_size': 6, 'throughput': 1.5653043762114998, 'latency_mean': 3.8136418521404267, 'latency_p50': 3.8209973573684692, 'latency_p90': 4.278084373474121}, {'batch_size': 8, 'throughput': 1.7153417689559327, 'latency_mean': 4.6355375289917, 'latency_p50': 4.644311785697937, 'latency_p90': 5.281047654151917}, {'batch_size': 10, 'throughput': 1.7900806176332615, 'latency_mean': 5.530998251438141, 'latency_p50': 5.559450268745422, 'latency_p90': 6.3314337730407715}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_3050_v26
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-10-01
win_ratio: 0.5114035087719299
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 70, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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-3050-v26-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v26-mkmlizer to finish
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: Downloaded to shared memory in 49.903s
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgvnjdtc_, device:0
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: quantized model in 285.956s
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 335.860s
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v26/nvidia
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v26/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v26/nvidia/config.json
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v26/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v26/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v26/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-3050-v26-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v26/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-3050-v26-mkmlizer completed after 400.75s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-3050-v26-mkmlizer
Pipeline stage MKMLizer completed in 401.37s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-3050-v26
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v26 to be ready
Inference service chaiml-mn24b-v2preferwi-3050-v26 ready after 60.95930624008179s
Pipeline stage MKMLDeployer completed in 61.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.342158079147339s
Received healthy response to inference request in 2.0769834518432617s
Received healthy response to inference request in 1.6492326259613037s
Received healthy response to inference request in 2.192324161529541s
Received healthy response to inference request in 1.781041145324707s
5 requests
0 failed requests
5th percentile: 1.6755943298339844
10th percentile: 1.701956033706665
20th percentile: 1.7546794414520264
30th percentile: 1.840229606628418
40th percentile: 1.9586065292358399
50th percentile: 2.0769834518432617
60th percentile: 2.1231197357177733
70th percentile: 2.169256019592285
80th percentile: 2.2222909450531008
90th percentile: 2.28222451210022
95th percentile: 2.312191295623779
99th percentile: 2.3361647224426267
mean time: 2.0083478927612304
Pipeline stage StressChecker completed in 11.41s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v26 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 2898.08s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v26 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_3050_v26 status is now torndown due to DeploymentManager action