developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_88311_v2
model_name: chaiml-mn24b-v2preferwi_88311_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:44:18+00:00
num_battles: 5899
num_wins: 3115
celo_rating: 1280.03
family_friendly_score: 0.5072
family_friendly_standard_error: 0.007070334645545429
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5475268347550211, 'latency_mean': 1.826266931295395, 'latency_p50': 1.8178250789642334, 'latency_p90': 2.0322071313858032}, {'batch_size': 3, 'throughput': 1.1094811170894263, 'latency_mean': 2.6956856286525728, 'latency_p50': 2.702776312828064, 'latency_p90': 2.96815083026886}, {'batch_size': 5, 'throughput': 1.433442316095807, 'latency_mean': 3.471060608625412, 'latency_p50': 3.4801465272903442, 'latency_p90': 4.002007079124451}, {'batch_size': 6, 'throughput': 1.5411278083652185, 'latency_mean': 3.865311005115509, 'latency_p50': 3.8539652824401855, 'latency_p90': 4.373339772224426}, {'batch_size': 8, 'throughput': 1.6916604626806941, 'latency_mean': 4.690810488462448, 'latency_p50': 4.692936062812805, 'latency_p90': 5.255430793762207}, {'batch_size': 10, 'throughput': 1.766265693195499, 'latency_mean': 5.61330741405487, 'latency_p50': 5.613625884056091, 'latency_p90': 6.460683989524841}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_88311_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-17
win_ratio: 0.528055602644516
generation_params: {'temperature': 0.65, '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-88311-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-88311-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: Downloaded to shared memory in 62.828s
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpullivsih, device:0
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: quantized model in 288.391s
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune3 in 351.219s
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v2/nvidia
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-88311-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-88311-v2-mkmlizer completed after 469.92s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-88311-v2-mkmlizer
Pipeline stage MKMLizer completed in 470.47s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-88311-v2
Waiting for inference service chaiml-mn24b-v2preferwi-88311-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-88311-v2 ready after 50.215413331985474s
Pipeline stage MKMLDeployer completed in 51.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6383612155914307s
Received healthy response to inference request in 1.842583179473877s
Received healthy response to inference request in 1.836299180984497s
Received healthy response to inference request in 1.6323676109313965s
Received healthy response to inference request in 2.029170036315918s
5 requests
0 failed requests
5th percentile: 1.6335663318634033
10th percentile: 1.63476505279541
20th percentile: 1.6371624946594239
30th percentile: 1.677948808670044
40th percentile: 1.7571239948272706
50th percentile: 1.836299180984497
60th percentile: 1.838812780380249
70th percentile: 1.8413263797760009
80th percentile: 1.8799005508422852
90th percentile: 1.9545352935791016
95th percentile: 1.9918526649475097
99th percentile: 2.0217065620422363
mean time: 1.7957562446594237
Pipeline stage StressChecker completed in 10.43s
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 0.63s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_88311_v2 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-88311-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-88311-v2-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 2657.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_88311_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_88311_v2 status is now torndown due to DeploymentManager action