developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_60936_v2
model_name: chaiml-mn24b-v2preferwi_60936_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:40:58+00:00
num_battles: 5932
num_wins: 3061
celo_rating: 1282.13
family_friendly_score: 0.5622
family_friendly_standard_error: 0.007016140819567407
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_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': 0.5481598478150898, 'latency_mean': 1.8241656744480133, 'latency_p50': 1.8309352397918701, 'latency_p90': 2.0272714138031005}, {'batch_size': 3, 'throughput': 1.1111383606682192, 'latency_mean': 2.695281250476837, 'latency_p50': 2.716387629508972, 'latency_p90': 2.951749014854431}, {'batch_size': 5, 'throughput': 1.420094016953204, 'latency_mean': 3.492838612794876, 'latency_p50': 3.513306140899658, 'latency_p90': 3.8908157348632812}, {'batch_size': 6, 'throughput': 1.5304982948742532, 'latency_mean': 3.8880912137031554, 'latency_p50': 3.8987300395965576, 'latency_p90': 4.3808330535888675}, {'batch_size': 8, 'throughput': 1.7061550388394375, 'latency_mean': 4.6486089742183685, 'latency_p50': 4.643825888633728, 'latency_p90': 5.303452706336975}, {'batch_size': 10, 'throughput': 1.764269105350897, 'latency_mean': 5.621965855360031, 'latency_p50': 5.581422805786133, 'latency_p90': 6.421463942527771}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_60936_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-23
win_ratio: 0.5160148347943359
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-60936-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-60936-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: Downloaded to shared memory in 48.092s
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptyhr7daf, device:0
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: quantized model in 286.715s
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune5 in 334.807s
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v2/nvidia
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-60936-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-60936-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-60936-v2-mkmlizer completed after 408.78s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-60936-v2-mkmlizer
Pipeline stage MKMLizer completed in 409.99s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.37s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-60936-v2
Waiting for inference service chaiml-mn24b-v2preferwi-60936-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-60936-v2 ready after 60.537405252456665s
Pipeline stage MKMLDeployer completed in 61.48s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0425167083740234s
Received healthy response to inference request in 1.7033171653747559s
Received healthy response to inference request in 2.1401615142822266s
Received healthy response to inference request in 2.1454524993896484s
Received healthy response to inference request in 1.8225212097167969s
5 requests
0 failed requests
5th percentile: 1.727157974243164
10th percentile: 1.7509987831115723
20th percentile: 1.7986804008483888
30th percentile: 1.866520309448242
40th percentile: 1.9545185089111328
50th percentile: 2.0425167083740234
60th percentile: 2.081574630737305
70th percentile: 2.120632553100586
80th percentile: 2.141219711303711
90th percentile: 2.1433361053466795
95th percentile: 2.144394302368164
99th percentile: 2.1452408599853516
mean time: 1.9707938194274903
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 0.71s
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 0.95s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_60936_v2 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 2775.98s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_60936_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_60936_v2 status is now torndown due to DeploymentManager action