developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_21771_v5
model_name: chaiml-mn24b-v2preferwi_21771_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:29:38+00:00
num_battles: 5945
num_wins: 3103
celo_rating: 1273.47
family_friendly_score: 0.577
family_friendly_standard_error: 0.006986715966747181
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_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': 0.5509766335259829, 'latency_mean': 1.814856345653534, 'latency_p50': 1.7973417043685913, 'latency_p90': 2.0254271030426025}, {'batch_size': 3, 'throughput': 1.110388080131535, 'latency_mean': 2.6925600385665893, 'latency_p50': 2.6913607120513916, 'latency_p90': 2.987718629837036}, {'batch_size': 5, 'throughput': 1.4285899281464536, 'latency_mean': 3.474642674922943, 'latency_p50': 3.4772815704345703, 'latency_p90': 3.9496082305908202}, {'batch_size': 6, 'throughput': 1.54949163761388, 'latency_mean': 3.846643388271332, 'latency_p50': 3.8706685304641724, 'latency_p90': 4.316938853263855}, {'batch_size': 8, 'throughput': 1.7021009657466883, 'latency_mean': 4.667007211446762, 'latency_p50': 4.644705176353455, 'latency_p90': 5.287163424491882}, {'batch_size': 10, 'throughput': 1.7773073965659716, 'latency_mean': 5.574375936985016, 'latency_p50': 5.547367453575134, 'latency_p90': 6.413255977630615}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_21771_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-20
win_ratio: 0.5219512195121951
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': '\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-21771-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-21771-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: Downloaded to shared memory in 102.364s
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbk76w2wj, device:0
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: quantized model in 285.859s
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3 in 388.224s
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v5/nvidia
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-21771-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-21771-v5-mkmlizer completed after 489.33s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-21771-v5-mkmlizer
Pipeline stage MKMLizer completed in 489.87s
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-21771-v5
Waiting for inference service chaiml-mn24b-v2preferwi-21771-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-21771-v5 ready after 70.3513696193695s
Pipeline stage MKMLDeployer completed in 70.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3522348403930664s
Received healthy response to inference request in 1.589587688446045s
Received healthy response to inference request in 2.519770860671997s
Received healthy response to inference request in 2.5864717960357666s
Received healthy response to inference request in 1.8697130680084229s
5 requests
0 failed requests
5th percentile: 1.6456127643585206
10th percentile: 1.7016378402709962
20th percentile: 1.8136879920959472
30th percentile: 1.9662174224853515
40th percentile: 2.159226131439209
50th percentile: 2.3522348403930664
60th percentile: 2.419249248504639
70th percentile: 2.486263656616211
80th percentile: 2.533111047744751
90th percentile: 2.559791421890259
95th percentile: 2.5731316089630125
99th percentile: 2.5838037586212157
mean time: 2.1835556507110594
Pipeline stage StressChecker completed in 12.51s
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 0.69s
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 0.60s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21771_v5 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 2755.00s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21771_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_21771_v5 status is now torndown due to DeploymentManager action