developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16530_v3
model_name: chaiml-mn24b-v2preferwi_16530_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:31:12+00:00
num_battles: 5198
num_wins: 2667
celo_rating: 1265.4
family_friendly_score: 0.5578000000000001
family_friendly_standard_error: 0.007023662292565041
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4
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': 0.5405535600062743, 'latency_mean': 1.8498596596717833, 'latency_p50': 1.8661140203475952, 'latency_p90': 2.0433039903640746}, {'batch_size': 3, 'throughput': 1.118825063604256, 'latency_mean': 2.6762933480739592, 'latency_p50': 2.6631555557250977, 'latency_p90': 3.0472301483154296}, {'batch_size': 5, 'throughput': 1.4318086846390203, 'latency_mean': 3.4703519523143767, 'latency_p50': 3.462788224220276, 'latency_p90': 3.894431138038635}, {'batch_size': 6, 'throughput': 1.5317395819065234, 'latency_mean': 3.8831330156326294, 'latency_p50': 3.8470396995544434, 'latency_p90': 4.439135575294495}, {'batch_size': 8, 'throughput': 1.7037658244086837, 'latency_mean': 4.654389827251435, 'latency_p50': 4.670493483543396, 'latency_p90': 5.342134380340576}, {'batch_size': 10, 'throughput': 1.7826048802059042, 'latency_mean': 5.561145972013474, 'latency_p50': 5.569779634475708, 'latency_p90': 6.337961196899414}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16530_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-18
win_ratio: 0.5130819545979223
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-v2preferwi-16530-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16530-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: Downloaded to shared memory in 63.115s
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdmsy_cer, device:0
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: quantized model in 289.238s
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4 in 352.353s
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v3/nvidia
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-16530-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-16530-v3-mkmlizer completed after 459.7s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16530-v3-mkmlizer
Pipeline stage MKMLizer completed in 460.20s
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-v2preferwi-16530-v3
Waiting for inference service chaiml-mn24b-v2preferwi-16530-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-16530-v3 ready after 60.775527000427246s
Pipeline stage MKMLDeployer completed in 61.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.03955340385437s
Received healthy response to inference request in 1.5292811393737793s
Received healthy response to inference request in 1.50193190574646s
Received healthy response to inference request in 1.6278212070465088s
Received healthy response to inference request in 1.8559973239898682s
5 requests
0 failed requests
5th percentile: 1.5074017524719239
10th percentile: 1.5128715991973878
20th percentile: 1.5238112926483154
30th percentile: 1.5489891529083253
40th percentile: 1.588405179977417
50th percentile: 1.6278212070465088
60th percentile: 1.7190916538238525
70th percentile: 1.8103621006011963
80th percentile: 1.8927085399627686
90th percentile: 1.9661309719085693
95th percentile: 2.0028421878814697
99th percentile: 2.03221116065979
mean time: 1.7109169960021973
Pipeline stage StressChecker completed in 10.77s
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 0.64s
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_16530_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 2649.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16530_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16530_v3 status is now torndown due to DeploymentManager action