developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52061_v4
model_name: chaiml-mn24b-v2preferwi_52061_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T19:03:48+00:00
num_battles: 5594
num_wins: 2915
celo_rating: 1269.86
family_friendly_score: 0.5664
family_friendly_standard_error: 0.007008438342455472
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune1
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': 0.5476559355642975, 'latency_mean': 1.825862673521042, 'latency_p50': 1.8334416151046753, 'latency_p90': 2.042740225791931}, {'batch_size': 3, 'throughput': 1.108168017736632, 'latency_mean': 2.704484224319458, 'latency_p50': 2.717169761657715, 'latency_p90': 2.95927312374115}, {'batch_size': 5, 'throughput': 1.4321442568309448, 'latency_mean': 3.471863867044449, 'latency_p50': 3.4747637510299683, 'latency_p90': 3.9600042343139648}, {'batch_size': 6, 'throughput': 1.5473991085804635, 'latency_mean': 3.8425203001499177, 'latency_p50': 3.79617702960968, 'latency_p90': 4.32983512878418}, {'batch_size': 8, 'throughput': 1.6958022332359484, 'latency_mean': 4.685539009571076, 'latency_p50': 4.675979018211365, 'latency_p90': 5.36742467880249}, {'batch_size': 10, 'throughput': 1.7523109845476863, 'latency_mean': 5.646147516965866, 'latency_p50': 5.645190715789795, 'latency_p90': 6.456394171714782}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52061_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-18
win_ratio: 0.5210940293171255
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
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Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwi-52061-v4-mkmlizer
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chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Stopping job with name chaiml-mn24b-v2preferwi-52061-v4-mkmlizer
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Starting job with name chaiml-mn24b-v2preferwi-52061-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52061-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: Downloaded to shared memory in 57.146s
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8khmlx7i, device:0
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Stopping job with name chaiml-mn24b-v2preferwi-52061-v4-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-52061-v4-mkmlizer
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chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: Downloaded to shared memory in 60.567s
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4etsybel, device:0
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: quantized model in 288.804s
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune1 in 349.371s
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v4/nvidia
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52061-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-52061-v4-mkmlizer completed after 418.13s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52061-v4-mkmlizer
Pipeline stage MKMLizer completed in 535.45s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-52061-v4
Waiting for inference service chaiml-mn24b-v2preferwi-52061-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-52061-v4 ready after 60.85814166069031s
Pipeline stage MKMLDeployer completed in 61.65s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4389572143554688s
Received healthy response to inference request in 1.649022102355957s
Received healthy response to inference request in 1.6700654029846191s
Received healthy response to inference request in 1.627685308456421s
Received healthy response to inference request in 1.6379027366638184s
5 requests
0 failed requests
5th percentile: 1.6297287940979004
10th percentile: 1.6317722797393799
20th percentile: 1.6358592510223389
30th percentile: 1.640126609802246
40th percentile: 1.6445743560791015
50th percentile: 1.649022102355957
60th percentile: 1.6574394226074218
70th percentile: 1.6658567428588866
80th percentile: 1.823843765258789
90th percentile: 2.131400489807129
95th percentile: 2.2851788520812986
99th percentile: 2.4082015419006346
mean time: 1.8047265529632568
Pipeline stage StressChecker completed in 10.82s
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 0.77s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52061_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-52061-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-52061-v4-profiler to be ready
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 2651.89s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52061_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52061_v4 status is now torndown due to DeploymentManager action