developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_56971_v4
model_name: chaiml-mn24b-v2preferwi_56971_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:55:09+00:00
num_battles: 5672
num_wins: 2799
celo_rating: 1252.53
family_friendly_score: 0.587
family_friendly_standard_error: 0.0069632032858448125
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8
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': 0.5485292483806427, 'latency_mean': 1.8229614448547364, 'latency_p50': 1.8283426761627197, 'latency_p90': 2.017544221878052}, {'batch_size': 3, 'throughput': 1.134628414458516, 'latency_mean': 2.6390027487277985, 'latency_p50': 2.637995719909668, 'latency_p90': 2.8936814785003664}, {'batch_size': 5, 'throughput': 1.45398138570038, 'latency_mean': 3.407668124437332, 'latency_p50': 3.403007388114929, 'latency_p90': 3.8493032217025758}, {'batch_size': 6, 'throughput': 1.5940097730039593, 'latency_mean': 3.740778856277466, 'latency_p50': 3.7320644855499268, 'latency_p90': 4.255511665344239}, {'batch_size': 8, 'throughput': 1.7350853038117073, 'latency_mean': 4.578928033113479, 'latency_p50': 4.536487340927124, 'latency_p90': 5.164964747428894}, {'batch_size': 10, 'throughput': 1.8221831702018705, 'latency_mean': 5.44463741183281, 'latency_p50': 5.408065676689148, 'latency_p90': 6.199578261375427}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_56971_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.59
us_pacific_date: 2025-09-17
win_ratio: 0.4934767277856135
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-56971-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-56971-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: Downloaded to shared memory in 64.237s
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpsc13kset, device:0
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: quantized model in 289.870s
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8 in 354.107s
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v4/nvidia
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-56971-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-56971-v4-mkmlizer completed after 418.87s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-56971-v4-mkmlizer
Pipeline stage MKMLizer completed in 419.40s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-56971-v4
Waiting for inference service chaiml-mn24b-v2preferwi-56971-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-56971-v4 ready after 50.27238154411316s
Pipeline stage MKMLDeployer completed in 51.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0670151710510254s
Received healthy response to inference request in 2.2289793491363525s
Received healthy response to inference request in 1.9856781959533691s
Received healthy response to inference request in 1.8354544639587402s
Received healthy response to inference request in 1.8746209144592285s
5 requests
0 failed requests
5th percentile: 1.843287754058838
10th percentile: 1.8511210441589356
20th percentile: 1.8667876243591308
30th percentile: 1.8968323707580566
40th percentile: 1.9412552833557128
50th percentile: 1.9856781959533691
60th percentile: 2.018212985992432
70th percentile: 2.050747776031494
80th percentile: 2.099408006668091
90th percentile: 2.1641936779022215
95th percentile: 2.196586513519287
99th percentile: 2.2225007820129394
mean time: 1.9983496189117431
Pipeline stage StressChecker completed in 11.79s
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 0.69s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_56971_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 3126.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_56971_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_56971_v4 status is now torndown due to DeploymentManager action