developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_37024_v4
model_name: chaiml-mn24b-v2preferwi_37024_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-22T03:37:20+00:00
num_battles: 6298
num_wins: 3411
celo_rating: 1284.7
family_friendly_score: 0.5624
family_friendly_standard_error: 0.007015785629564233
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8
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': 0.5469385197712554, 'latency_mean': 1.82825532913208, 'latency_p50': 1.8276108503341675, 'latency_p90': 2.013062524795532}, {'batch_size': 3, 'throughput': 1.0936819452182502, 'latency_mean': 2.734999517202377, 'latency_p50': 2.748304009437561, 'latency_p90': 3.0473031044006347}, {'batch_size': 5, 'throughput': 1.4055673769312587, 'latency_mean': 3.532078689336777, 'latency_p50': 3.5507858991622925, 'latency_p90': 4.009694671630859}, {'batch_size': 6, 'throughput': 1.5258187453254952, 'latency_mean': 3.921822155714035, 'latency_p50': 3.897923469543457, 'latency_p90': 4.430197072029114}, {'batch_size': 8, 'throughput': 1.6705347490223277, 'latency_mean': 4.757735006809234, 'latency_p50': 4.761858344078064, 'latency_p90': 5.447663283348083}, {'batch_size': 10, 'throughput': 1.7284488710719268, 'latency_mean': 5.738212177753448, 'latency_p50': 5.718150496482849, 'latency_p90': 6.618510675430298}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_37024_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-21
win_ratio: 0.5416005080978088
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-37024-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-37024-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: Downloaded to shared memory in 42.543s
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx2s_qcck, device:0
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: quantized model in 285.303s
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8 in 327.847s
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v4/nvidia
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-37024-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-37024-v4-mkmlizer completed after 409.2s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-37024-v4-mkmlizer
Pipeline stage MKMLizer completed in 409.71s
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-37024-v4
Waiting for inference service chaiml-mn24b-v2preferwi-37024-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-37024-v4 ready after 60.35850143432617s
Pipeline stage MKMLDeployer completed in 60.92s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1566946506500244s
Received healthy response to inference request in 1.777801752090454s
Received healthy response to inference request in 1.616715431213379s
Received healthy response to inference request in 1.6990735530853271s
Received healthy response to inference request in 1.782820701599121s
5 requests
0 failed requests
5th percentile: 1.6331870555877686
10th percentile: 1.6496586799621582
20th percentile: 1.6826019287109375
30th percentile: 1.7148191928863525
40th percentile: 1.7463104724884033
50th percentile: 1.777801752090454
60th percentile: 1.779809331893921
70th percentile: 1.7818169116973877
80th percentile: 1.8575954914093018
90th percentile: 2.007145071029663
95th percentile: 2.0819198608398435
99th percentile: 2.141739692687988
mean time: 1.806621217727661
Pipeline stage StressChecker completed in 12.24s
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 1.12s
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 0.83s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37024_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 2779.31s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37024_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_37024_v4 status is now torndown due to DeploymentManager action