developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_65709_v4
model_name: chaiml-mn24b-v2preferwi_65709_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:10:58+00:00
num_battles: 5629
num_wins: 2870
celo_rating: 1268.36
family_friendly_score: 0.5509999999999999
family_friendly_standard_error: 0.007034187941759872
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5463176476053697, 'latency_mean': 1.830342687368393, 'latency_p50': 1.8296908140182495, 'latency_p90': 2.0205478429794312}, {'batch_size': 3, 'throughput': 1.1051346006971718, 'latency_mean': 2.7102750396728514, 'latency_p50': 2.7039469480514526, 'latency_p90': 2.9877078056335447}, {'batch_size': 5, 'throughput': 1.4025480230122522, 'latency_mean': 3.5500633192062376, 'latency_p50': 3.5759408473968506, 'latency_p90': 3.997604918479919}, {'batch_size': 6, 'throughput': 1.5214394989802178, 'latency_mean': 3.9182997012138365, 'latency_p50': 3.88737952709198, 'latency_p90': 4.4476992130279545}, {'batch_size': 8, 'throughput': 1.6672726257236914, 'latency_mean': 4.758615355491639, 'latency_p50': 4.761237382888794, 'latency_p90': 5.466043734550476}, {'batch_size': 10, 'throughput': 1.7521795006782372, 'latency_mean': 5.65645553946495, 'latency_p50': 5.645552754402161, 'latency_p90': 6.477387714385986}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_65709_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-18
win_ratio: 0.5098596553561912
generation_params: {'temperature': 0.75, '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-65709-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-65709-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: Downloaded to shared memory in 56.641s
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq881h5_u, device:0
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: quantized model in 293.583s
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune1 in 350.224s
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v4/nvidia
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v4/nvidia/tokenizer_config.json
Retrying (%r) after connection broken by '%r': %s
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-65709-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-65709-v4-mkmlizer completed after 551.09s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-65709-v4-mkmlizer
Pipeline stage MKMLizer completed in 551.92s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-65709-v4
Waiting for inference service chaiml-mn24b-v2preferwi-65709-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-65709-v4 ready after 60.29090619087219s
Pipeline stage MKMLDeployer completed in 60.79s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 1.8289337158203125s
Received healthy response to inference request in 2.314101219177246s
Received healthy response to inference request in 1.6578278541564941s
Received healthy response to inference request in 2.03989315032959s
5 requests
1 failed requests
5th percentile: 1.6920490264892578
10th percentile: 1.7262701988220215
20th percentile: 1.7947125434875488
30th percentile: 1.8711256027221679
40th percentile: 1.9555093765258789
50th percentile: 2.03989315032959
60th percentile: 2.1495763778686525
70th percentile: 2.2592596054077148
80th percentile: 5.877989339828495
90th percentile: 13.005765581130984
95th percentile: 16.569653701782222
99th percentile: 19.42076419830322
mean time: 5.594859552383423
%s, retrying in %s seconds...
Received healthy response to inference request in 1.318694829940796s
Received healthy response to inference request in 1.64152193069458s
Received healthy response to inference request in 1.4294466972351074s
Received healthy response to inference request in 1.235830545425415s
Received healthy response to inference request in 1.9912900924682617s
5 requests
0 failed requests
5th percentile: 1.2524034023284911
10th percentile: 1.2689762592315674
20th percentile: 1.3021219730377198
30th percentile: 1.3408452033996583
40th percentile: 1.3851459503173829
50th percentile: 1.4294466972351074
60th percentile: 1.5142767906188965
70th percentile: 1.5991068840026854
80th percentile: 1.7114755630493166
90th percentile: 1.8513828277587892
95th percentile: 1.9213364601135252
99th percentile: 1.9772993659973144
mean time: 1.523356819152832
Pipeline stage StressChecker completed in 38.56s
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 0.65s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_65709_v4 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 2735.37s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_65709_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_65709_v4 status is now torndown due to DeploymentManager action