developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin2_466_v3
model_name: chaiml-mn24b-v2preferwin2_466_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:47:36+00:00
num_battles: 6312
num_wins: 3229
celo_rating: 1265.56
family_friendly_score: 0.5942000000000001
family_friendly_standard_error: 0.006944441806221721
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8
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': 0.5471324003021389, 'latency_mean': 1.8276075649261474, 'latency_p50': 1.8284131288528442, 'latency_p90': 2.009509301185608}, {'batch_size': 3, 'throughput': 1.123829783177288, 'latency_mean': 2.6570355701446533, 'latency_p50': 2.659521460533142, 'latency_p90': 3.000671100616455}, {'batch_size': 5, 'throughput': 1.4574862688482835, 'latency_mean': 3.4188368034362795, 'latency_p50': 3.419832706451416, 'latency_p90': 3.884364628791809}, {'batch_size': 6, 'throughput': 1.5599394599167302, 'latency_mean': 3.81673349738121, 'latency_p50': 3.81319522857666, 'latency_p90': 4.300031113624573}, {'batch_size': 8, 'throughput': 1.7169622010740977, 'latency_mean': 4.627760800123215, 'latency_p50': 4.625438928604126, 'latency_p90': 5.2710542440414425}, {'batch_size': 10, 'throughput': 1.8025038978362926, 'latency_mean': 5.498227038383484, 'latency_p50': 5.443451285362244, 'latency_p90': 6.425228691101074}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin2_466_v3
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-17
win_ratio: 0.5115652724968315
generation_params: {'temperature': 0.7, '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-v2preferwin2-466-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin2-466-v3-mkmlizer to finish
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: Downloaded to shared memory in 68.412s
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgpd07fpv, device:0
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: quantized model in 291.960s
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8 in 360.373s
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v3/nvidia
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v3/nvidia/config.json
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin2-466-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin2-466-v3-mkmlizer completed after 469.88s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin2-466-v3-mkmlizer
Pipeline stage MKMLizer completed in 470.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin2-466-v3
Waiting for inference service chaiml-mn24b-v2preferwin2-466-v3 to be ready
Inference service chaiml-mn24b-v2preferwin2-466-v3 ready after 60.39035677909851s
Pipeline stage MKMLDeployer completed in 60.92s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.36857533454895s
Received healthy response to inference request in 2.170558214187622s
Received healthy response to inference request in 2.431563138961792s
Received healthy response to inference request in 2.012695789337158s
Received healthy response to inference request in 2.1690940856933594s
5 requests
0 failed requests
5th percentile: 2.0439754486083985
10th percentile: 2.075255107879639
20th percentile: 2.137814426422119
30th percentile: 2.1693869113922117
40th percentile: 2.169972562789917
50th percentile: 2.170558214187622
60th percentile: 2.2497650623321532
70th percentile: 2.3289719104766844
80th percentile: 2.3811728954315186
90th percentile: 2.4063680171966553
95th percentile: 2.4189655780792236
99th percentile: 2.4290436267852784
mean time: 2.2304973125457765
Pipeline stage StressChecker completed in 12.78s
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 1.09s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_466_v3 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 2706.99s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_466_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin2_466_v3 status is now torndown due to DeploymentManager action