chaiml-mn24b-v2preferwi_32454

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_32454_v1
model_name: chaiml-mn24b-v2preferwi_32454_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-22T07:07:14+00:00
num_battles: 5872
num_wins: 3208
celo_rating: 1286.86
family_friendly_score: 0.5678000000000001
family_friendly_standard_error: 0.007005757061160485
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9
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': 0.5448559182782061, 'latency_mean': 1.8352522206306459, 'latency_p50': 1.8314425945281982, 'latency_p90': 2.0196858644485474}, {'batch_size': 3, 'throughput': 1.1150060373639434, 'latency_mean': 2.6882775056362154, 'latency_p50': 2.678633451461792, 'latency_p90': 2.9770468711853026}, {'batch_size': 5, 'throughput': 1.4341247422517294, 'latency_mean': 3.472255526781082, 'latency_p50': 3.4649120569229126, 'latency_p90': 3.934378170967102}, {'batch_size': 6, 'throughput': 1.555782117163839, 'latency_mean': 3.8411624920368195, 'latency_p50': 3.8684892654418945, 'latency_p90': 4.323173856735229}, {'batch_size': 8, 'throughput': 1.7061092029821425, 'latency_mean': 4.657941716909408, 'latency_p50': 4.69079315662384, 'latency_p90': 5.263989233970642}, {'batch_size': 10, 'throughput': 1.7753390058089884, 'latency_mean': 5.577309095859528, 'latency_p50': 5.567101716995239, 'latency_p90': 6.328951692581176}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_32454_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-22
win_ratio: 0.5463215258855586
generation_params: {'temperature': 0.6, '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-32454-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-32454-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: Downloaded to shared memory in 44.902s
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4218891_, device:0
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: quantized model in 285.090s
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9 in 329.992s
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v1/nvidia
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-32454-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-32454-v1-mkmlizer completed after 397.72s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-32454-v1-mkmlizer
Pipeline stage MKMLizer completed in 398.21s
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-32454-v1
Waiting for inference service chaiml-mn24b-v2preferwi-32454-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-32454-v1 ready after 60.261563301086426s
Pipeline stage MKMLDeployer completed in 60.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0642566680908203s
Received healthy response to inference request in 1.7429862022399902s
Received healthy response to inference request in 2.0385241508483887s
Received healthy response to inference request in 2.207404136657715s
Received healthy response to inference request in 2.0849132537841797s
5 requests
0 failed requests
5th percentile: 1.80209379196167
10th percentile: 1.8612013816833497
20th percentile: 1.979416561126709
30th percentile: 2.043670654296875
40th percentile: 2.0539636611938477
50th percentile: 2.0642566680908203
60th percentile: 2.072519302368164
70th percentile: 2.080781936645508
80th percentile: 2.109411430358887
90th percentile: 2.158407783508301
95th percentile: 2.1829059600830076
99th percentile: 2.2025045013427733
mean time: 2.0276168823242187
Pipeline stage StressChecker completed in 11.56s
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 1.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_32454_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-32454-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-32454-v1-profiler to be ready
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 2781.23s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_32454_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_32454_v1 status is now torndown due to DeploymentManager action