developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_32454_v2
model_name: chaiml-mn24b-v2preferwi_32454_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-22T07:08:24+00:00
num_battles: 5816
num_wins: 3032
celo_rating: 1269.79
family_friendly_score: 0.5586
family_friendly_standard_error: 0.0070223363633480276
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': 0.5472641399525994, 'latency_mean': 1.8271707141399383, 'latency_p50': 1.8284779787063599, 'latency_p90': 2.0232457637786867}, {'batch_size': 3, 'throughput': 1.1100614283425172, 'latency_mean': 2.6952858185768127, 'latency_p50': 2.68803334236145, 'latency_p90': 2.990122938156128}, {'batch_size': 5, 'throughput': 1.4136290566239595, 'latency_mean': 3.521654521226883, 'latency_p50': 3.519169330596924, 'latency_p90': 4.049069285392761}, {'batch_size': 6, 'throughput': 1.5226344644807706, 'latency_mean': 3.922816104888916, 'latency_p50': 3.9232730865478516, 'latency_p90': 4.4177779912948605}, {'batch_size': 8, 'throughput': 1.6739848005573814, 'latency_mean': 4.749271488189697, 'latency_p50': 4.7117263078689575, 'latency_p90': 5.3886537790298465}, {'batch_size': 10, 'throughput': 1.7255996673232314, 'latency_mean': 5.725744686126709, 'latency_p50': 5.76690673828125, 'latency_p90': 6.5410362720489506}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_32454_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-22
win_ratio: 0.5213204951856947
generation_params: {'temperature': 0.65, '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-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-32454-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: Downloaded to shared memory in 48.826s
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmxs5g03b, device:0
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: quantized model in 284.963s
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune9 in 333.790s
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v2/nvidia
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-32454-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-32454-v2/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwi-32454-v2-mkmlizer completed after 398.31s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-32454-v2-mkmlizer
Pipeline stage MKMLizer completed in 398.78s
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-v2
Waiting for inference service chaiml-mn24b-v2preferwi-32454-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-32454-v2 ready after 60.417781591415405s
Pipeline stage MKMLDeployer completed in 60.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1868419647216797s
Received healthy response to inference request in 1.6822967529296875s
Received healthy response to inference request in 1.783778429031372s
Received healthy response to inference request in 1.750586986541748s
Received healthy response to inference request in 1.655292272567749s
5 requests
0 failed requests
5th percentile: 1.6606931686401367
10th percentile: 1.6660940647125244
20th percentile: 1.6768958568572998
30th percentile: 1.6959547996520996
40th percentile: 1.7232708930969238
50th percentile: 1.750586986541748
60th percentile: 1.7638635635375977
70th percentile: 1.7771401405334473
80th percentile: 1.8643911361694336
90th percentile: 2.0256165504455566
95th percentile: 2.106229257583618
99th percentile: 2.1707194232940674
mean time: 1.8117592811584473
Pipeline stage StressChecker completed in 10.69s
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 0.63s
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_32454_v2 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 2814.46s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_32454_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_32454_v2 status is now torndown due to DeploymentManager action