developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_93748_v5
model_name: chaiml-mn24b-v2preferwi_93748_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:27:10+00:00
num_battles: 6559
num_wins: 3301
celo_rating: 1256.9
family_friendly_score: 0.5893999999999999
family_friendly_standard_error: 0.006957120668782452
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3
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': 0.5567831881781822, 'latency_mean': 1.7959339320659637, 'latency_p50': 1.7878698110580444, 'latency_p90': 2.0061866283416747}, {'batch_size': 3, 'throughput': 1.105968993184343, 'latency_mean': 2.6965357196331023, 'latency_p50': 2.71947979927063, 'latency_p90': 2.9402801752090455}, {'batch_size': 5, 'throughput': 1.4331699339043726, 'latency_mean': 3.467861828804016, 'latency_p50': 3.481485366821289, 'latency_p90': 3.8532627344131467}, {'batch_size': 6, 'throughput': 1.5424418231890618, 'latency_mean': 3.862588891983032, 'latency_p50': 3.8628352880477905, 'latency_p90': 4.368006777763367}, {'batch_size': 8, 'throughput': 1.7188645093443893, 'latency_mean': 4.631409058570862, 'latency_p50': 4.584137439727783, 'latency_p90': 5.227477669715881}, {'batch_size': 10, 'throughput': 1.7934735524178012, 'latency_mean': 5.52562975525856, 'latency_p50': 5.530094623565674, 'latency_p90': 6.336223864555359}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_93748_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-16
win_ratio: 0.5032779387101692
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-93748-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93748-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: Downloaded to shared memory in 47.095s
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmzeiyp6f, device:0
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: quantized model in 288.053s
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3 in 335.148s
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v5/nvidia
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-93748-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-93748-v5-mkmlizer completed after 409.48s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-93748-v5-mkmlizer
Pipeline stage MKMLizer completed in 410.06s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-93748-v5
Waiting for inference service chaiml-mn24b-v2preferwi-93748-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-93748-v5 ready after 40.39654493331909s
Pipeline stage MKMLDeployer completed in 41.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0395445823669434s
Received healthy response to inference request in 1.759963035583496s
Received healthy response to inference request in 1.7654576301574707s
Received healthy response to inference request in 1.6309173107147217s
Received healthy response to inference request in 1.968409776687622s
5 requests
0 failed requests
5th percentile: 1.6567264556884767
10th percentile: 1.6825356006622314
20th percentile: 1.7341538906097411
30th percentile: 1.761061954498291
40th percentile: 1.7632597923278808
50th percentile: 1.7654576301574707
60th percentile: 1.8466384887695313
70th percentile: 1.9278193473815917
80th percentile: 1.9826367378234864
90th percentile: 2.0110906600952148
95th percentile: 2.0253176212310793
99th percentile: 2.0366991901397706
mean time: 1.8328584671020507
Pipeline stage StressChecker completed in 10.48s
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 0.85s
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-v2preferwi_93748_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 2894.80s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93748_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_93748_v5 status is now torndown due to DeploymentManager action