developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_13318_v1
model_name: chaiml-mn24b-v2preferwi_13318_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T22:26:07+00:00
num_battles: 6518
num_wins: 3435
celo_rating: 1267.71
family_friendly_score: 0.5828
family_friendly_standard_error: 0.006973437602789603
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5
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': 0.5427661495995719, 'latency_mean': 1.8423174023628235, 'latency_p50': 1.85749351978302, 'latency_p90': 2.046383190155029}, {'batch_size': 3, 'throughput': 1.114863114374383, 'latency_mean': 2.6851220440864565, 'latency_p50': 2.6791354417800903, 'latency_p90': 2.9754744291305544}, {'batch_size': 5, 'throughput': 1.4346664647105523, 'latency_mean': 3.4612815701961517, 'latency_p50': 3.4694392681121826, 'latency_p90': 3.940781354904175}, {'batch_size': 6, 'throughput': 1.5388603595109784, 'latency_mean': 3.878487924337387, 'latency_p50': 3.876075863838196, 'latency_p90': 4.401569366455078}, {'batch_size': 8, 'throughput': 1.69223736505075, 'latency_mean': 4.677483451366425, 'latency_p50': 4.70065438747406, 'latency_p90': 5.311076760292053}, {'batch_size': 10, 'throughput': 1.7673318497726633, 'latency_mean': 5.619822163581848, 'latency_p50': 5.604905843734741, 'latency_p90': 6.427152991294861}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_13318_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-16
win_ratio: 0.5270021478981283
generation_params: {'temperature': 0.6, '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-13318-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-13318-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: Downloaded to shared memory in 60.489s
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpp14_cdk5, device:0
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: quantized model in 288.921s
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5 in 349.410s
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v1/nvidia
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-13318-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-13318-v1-mkmlizer completed after 397.27s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-13318-v1-mkmlizer
Pipeline stage MKMLizer completed in 397.77s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-13318-v1
Waiting for inference service chaiml-mn24b-v2preferwi-13318-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-13318-v1 ready after 40.20089292526245s
Pipeline stage MKMLDeployer completed in 40.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9914872646331787s
Received healthy response to inference request in 2.0397212505340576s
Received healthy response to inference request in 1.7785122394561768s
Received healthy response to inference request in 2.0145788192749023s
Received healthy response to inference request in 2.10968017578125s
5 requests
0 failed requests
5th percentile: 1.8211072444915772
10th percentile: 1.8637022495269775
20th percentile: 1.9488922595977782
30th percentile: 1.9961055755615233
40th percentile: 2.005342197418213
50th percentile: 2.0145788192749023
60th percentile: 2.0246357917785645
70th percentile: 2.0346927642822266
80th percentile: 2.0537130355834963
90th percentile: 2.081696605682373
95th percentile: 2.0956883907318113
99th percentile: 2.1068818187713623
mean time: 1.9867959499359131
Pipeline stage StressChecker completed in 11.61s
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 1.05s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13318_v1 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-13318-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-13318-v1-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 2766.52s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13318_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_13318_v1 status is now torndown due to DeploymentManager action