developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59629_v5
model_name: chaiml-mn24b-v2preferwi_59629_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:22:30+00:00
num_battles: 6090
num_wins: 3141
celo_rating: 1268.11
family_friendly_score: 0.5716
family_friendly_standard_error: 0.006998191766449387
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_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': 0.543230453730521, 'latency_mean': 1.840717577934265, 'latency_p50': 1.836883306503296, 'latency_p90': 2.0160194635391235}, {'batch_size': 3, 'throughput': 1.102861779364012, 'latency_mean': 2.7077392411231993, 'latency_p50': 2.7021552324295044, 'latency_p90': 2.97311155796051}, {'batch_size': 5, 'throughput': 1.426142399521452, 'latency_mean': 3.4821376955509185, 'latency_p50': 3.4682998657226562, 'latency_p90': 3.9738707542419434}, {'batch_size': 6, 'throughput': 1.5290639089009652, 'latency_mean': 3.906348009109497, 'latency_p50': 3.9315654039382935, 'latency_p90': 4.3439706563949585}, {'batch_size': 8, 'throughput': 1.703932702623981, 'latency_mean': 4.6654328346252445, 'latency_p50': 4.667570948600769, 'latency_p90': 5.301476287841797}, {'batch_size': 10, 'throughput': 1.7802033797338814, 'latency_mean': 5.571197131872177, 'latency_p50': 5.598800897598267, 'latency_p90': 6.421575450897217}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59629_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-20
win_ratio: 0.5157635467980296
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-59629-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59629-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: Downloaded to shared memory in 54.041s
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbd9xzmd_, device:0
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: quantized model in 285.336s
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1 in 339.377s
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia/tokenizer.json
Stopping job with name chaiml-mn24b-v2preferwi-59629-v5-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-59629-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59629-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: Downloaded to shared memory in 117.228s
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp36dy84tw, device:0
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: quantized model in 284.988s
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1 in 402.216s
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59629-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59629-v5-mkmlizer completed after 529.48s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59629-v5-mkmlizer
Pipeline stage MKMLizer completed in 917.30s
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-59629-v5
Waiting for inference service chaiml-mn24b-v2preferwi-59629-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-59629-v5 ready after 71.27121186256409s
Pipeline stage MKMLDeployer completed in 72.07s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.860450267791748s
Received healthy response to inference request in 1.569202184677124s
Received healthy response to inference request in 1.5660946369171143s
Received healthy response to inference request in 1.8731293678283691s
Received healthy response to inference request in 1.6485717296600342s
5 requests
0 failed requests
5th percentile: 1.5667161464691162
10th percentile: 1.567337656021118
20th percentile: 1.5685806751251221
30th percentile: 1.585076093673706
40th percentile: 1.6168239116668701
50th percentile: 1.6485717296600342
60th percentile: 1.7333231449127198
70th percentile: 1.8180745601654051
80th percentile: 1.8629860877990723
90th percentile: 1.8680577278137207
95th percentile: 1.870593547821045
99th percentile: 1.8726222038269043
mean time: 1.703489637374878
Pipeline stage StressChecker completed in 9.89s
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 0.68s
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_59629_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 2828.99s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59629_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59629_v5 status is now torndown due to DeploymentManager action