developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_64687_v5
model_name: chaiml-mn24b-v2preferwi_64687_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T18:18:06+00:00
num_battles: 5539
num_wins: 2748
celo_rating: 1282.29
family_friendly_score: 0.5414
family_friendly_standard_error: 0.007046787069296192
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_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': 0.5473913098382518, 'latency_mean': 1.8267456805706024, 'latency_p50': 1.823798656463623, 'latency_p90': 2.0269268989562987}, {'batch_size': 3, 'throughput': 1.101363847436509, 'latency_mean': 2.7234975123405456, 'latency_p50': 2.7421804666519165, 'latency_p90': 3.0388577222824096}, {'batch_size': 5, 'throughput': 1.4050707112140532, 'latency_mean': 3.5468375420570375, 'latency_p50': 3.5612860918045044, 'latency_p90': 4.022343587875366}, {'batch_size': 6, 'throughput': 1.5135532942444485, 'latency_mean': 3.9438990330696106, 'latency_p50': 3.9510921239852905, 'latency_p90': 4.471650862693787}, {'batch_size': 8, 'throughput': 1.64968767213606, 'latency_mean': 4.812647887468338, 'latency_p50': 4.8356664180755615, 'latency_p90': 5.4240131139755245}, {'batch_size': 10, 'throughput': 1.7335055234497057, 'latency_mean': 5.71484769821167, 'latency_p50': 5.655798435211182, 'latency_p90': 6.527208542823791}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_64687_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-25
win_ratio: 0.4961184329301318
generation_params: {'temperature': 0.8, '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-64687-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-64687-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: Downloaded to shared memory in 69.019s
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjtz0xakq, device:0
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: quantized model in 284.614s
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5 in 353.633s
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v5/nvidia
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-64687-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-64687-v5-mkmlizer completed after 439.68s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-64687-v5-mkmlizer
Pipeline stage MKMLizer completed in 440.37s
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-64687-v5
Waiting for inference service chaiml-mn24b-v2preferwi-64687-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-64687-v5 ready after 60.32124662399292s
Pipeline stage MKMLDeployer completed in 60.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5193660259246826s
Received healthy response to inference request in 1.6957569122314453s
Received healthy response to inference request in 1.711719036102295s
Received healthy response to inference request in 2.6317875385284424s
Received healthy response to inference request in 2.3049845695495605s
5 requests
0 failed requests
5th percentile: 1.6989493370056152
10th percentile: 1.7021417617797852
20th percentile: 1.708526611328125
30th percentile: 1.830372142791748
40th percentile: 2.067678356170654
50th percentile: 2.3049845695495605
60th percentile: 2.3907371520996095
70th percentile: 2.4764897346496584
80th percentile: 2.5418503284454346
90th percentile: 2.5868189334869385
95th percentile: 2.6093032360076904
99th percentile: 2.627290678024292
mean time: 2.172722816467285
Pipeline stage StressChecker completed in 12.57s
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 0.72s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_64687_v5 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 2652.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_64687_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_64687_v5 status is now torndown due to DeploymentManager action