chaiml-mn24b-v2preferwi_24613

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_24613_v1
model_name: chaiml-mn24b-v2preferwi_24613_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:52:49+00:00
num_battles: 5399
num_wins: 2877
celo_rating: 1276.59
family_friendly_score: 0.5524
family_friendly_standard_error: 0.007032129691636808
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_overall_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': 0.543818333032309, 'latency_mean': 1.8387256920337678, 'latency_p50': 1.8434900045394897, 'latency_p90': 2.032507085800171}, {'batch_size': 3, 'throughput': 1.1099202091763745, 'latency_mean': 2.689867664575577, 'latency_p50': 2.706296682357788, 'latency_p90': 2.987386465072632}, {'batch_size': 5, 'throughput': 1.440915569858925, 'latency_mean': 3.4564545559883117, 'latency_p50': 3.4561673402786255, 'latency_p90': 3.9048649311065673}, {'batch_size': 6, 'throughput': 1.5543733715827728, 'latency_mean': 3.8367221426963805, 'latency_p50': 3.85692822933197, 'latency_p90': 4.364605522155761}, {'batch_size': 8, 'throughput': 1.709639460888416, 'latency_mean': 4.64828694820404, 'latency_p50': 4.655394434928894, 'latency_p90': 5.3618571043014525}, {'batch_size': 10, 'throughput': 1.8064686339966933, 'latency_mean': 5.493767150640488, 'latency_p50': 5.537569999694824, 'latency_p90': 6.142248773574829}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_24613_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_overall_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-15
win_ratio: 0.5328764586034451
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-24613-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-24613-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: Downloaded to shared memory in 63.102s
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_overall_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpy5ajwtrt, device:0
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: quantized model in 287.282s
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_overall_tune1 in 350.384s
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v1/nvidia
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-24613-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-24613-v1-mkmlizer completed after 467.89s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-24613-v1-mkmlizer
Pipeline stage MKMLizer completed in 468.40s
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-24613-v1
Waiting for inference service chaiml-mn24b-v2preferwi-24613-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-24613-v1 ready after 40.2165584564209s
Pipeline stage MKMLDeployer completed in 40.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8025221824645996s
Received healthy response to inference request in 1.552804708480835s
Received healthy response to inference request in 1.6603169441223145s
Received healthy response to inference request in 1.7066304683685303s
Received healthy response to inference request in 1.411050796508789s
5 requests
0 failed requests
5th percentile: 1.4394015789031982
10th percentile: 1.4677523612976073
20th percentile: 1.5244539260864258
30th percentile: 1.5743071556091308
40th percentile: 1.6173120498657227
50th percentile: 1.6603169441223145
60th percentile: 1.6788423538208008
70th percentile: 1.6973677635192872
80th percentile: 1.725808811187744
90th percentile: 1.764165496826172
95th percentile: 1.7833438396453858
99th percentile: 1.7986865139007568
mean time: 1.6266650199890136
Pipeline stage StressChecker completed in 9.50s
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 0.70s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_24613_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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-24613-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-24613-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 2744.98s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_24613_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_24613_v1 status is now torndown due to DeploymentManager action