chaiml-mn24b-v2preferwi_57598

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_57598_v3
model_name: chaiml-mn24b-v2preferwi_57598_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:12:12+00:00
num_battles: 5682
num_wins: 2906
celo_rating: 1270.51
family_friendly_score: 0.602
family_friendly_standard_error: 0.006922369536509879
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5469098777080663, 'latency_mean': 1.8283517837524415, 'latency_p50': 1.8028593063354492, 'latency_p90': 2.0372297763824463}, {'batch_size': 3, 'throughput': 1.1012041239342296, 'latency_mean': 2.7068458116054535, 'latency_p50': 2.7169278860092163, 'latency_p90': 2.9799741744995116}, {'batch_size': 5, 'throughput': 1.4263221269260722, 'latency_mean': 3.4833011388778687, 'latency_p50': 3.482504725456238, 'latency_p90': 3.98914794921875}, {'batch_size': 6, 'throughput': 1.5478535396862259, 'latency_mean': 3.858252464532852, 'latency_p50': 3.8376675844192505, 'latency_p90': 4.3518925428390505}, {'batch_size': 8, 'throughput': 1.7084462843094508, 'latency_mean': 4.65839933514595, 'latency_p50': 4.660857081413269, 'latency_p90': 5.377232551574707}, {'batch_size': 10, 'throughput': 1.7640401265731966, 'latency_mean': 5.621110424995423, 'latency_p50': 5.579586625099182, 'latency_p90': 6.547696805000305}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_57598_v3
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-18
win_ratio: 0.5114396339317142
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-57598-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-57598-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: Downloaded to shared memory in 49.413s
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5uk9p0t_, device:0
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: quantized model in 287.254s
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2 in 336.668s
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v3/nvidia
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-57598-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-57598-v3-mkmlizer completed after 481.39s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-57598-v3-mkmlizer
Pipeline stage MKMLizer completed in 482.25s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.27s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-57598-v3
Waiting for inference service chaiml-mn24b-v2preferwi-57598-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-57598-v3 ready after 60.401058197021484s
Pipeline stage MKMLDeployer completed in 61.22s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2080352306365967s
Received healthy response to inference request in 1.8782813549041748s
Received healthy response to inference request in 2.0323779582977295s
Received healthy response to inference request in 1.712397813796997s
Received healthy response to inference request in 1.6582856178283691s
5 requests
0 failed requests
5th percentile: 1.6691080570220946
10th percentile: 1.6799304962158204
20th percentile: 1.7015753746032716
30th percentile: 1.7455745220184327
40th percentile: 1.8119279384613036
50th percentile: 1.8782813549041748
60th percentile: 1.9399199962615967
70th percentile: 2.0015586376190186
80th percentile: 2.067509412765503
90th percentile: 2.13777232170105
95th percentile: 2.1729037761688232
99th percentile: 2.201008939743042
mean time: 1.8978755950927735
Pipeline stage StressChecker completed in 11.33s
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 0.79s
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 0.84s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57598_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 2709.44s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57598_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_57598_v3 status is now torndown due to DeploymentManager action