developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_46109_v3
model_name: chaiml-mn24b-v2preferwi_46109_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-15T23:59:01+00:00
num_battles: 6024
num_wins: 3238
celo_rating: 1279.77
family_friendly_score: 0.5808
family_friendly_standard_error: 0.006978128115762852
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_claude4_tune2
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': 0.5438706920997829, 'latency_mean': 1.8385701394081115, 'latency_p50': 1.847220778465271, 'latency_p90': 2.0244627475738524}, {'batch_size': 3, 'throughput': 1.1097540099615057, 'latency_mean': 2.6918492841720583, 'latency_p50': 2.698115825653076, 'latency_p90': 2.9570823907852173}, {'batch_size': 5, 'throughput': 1.420790991323136, 'latency_mean': 3.4979080510139466, 'latency_p50': 3.482888698577881, 'latency_p90': 3.946036863327026}, {'batch_size': 6, 'throughput': 1.5265086816427145, 'latency_mean': 3.8956136107444763, 'latency_p50': 3.946770668029785, 'latency_p90': 4.3975046396255495}, {'batch_size': 8, 'throughput': 1.6787287902697556, 'latency_mean': 4.727082840204239, 'latency_p50': 4.737675309181213, 'latency_p90': 5.424023246765136}, {'batch_size': 10, 'throughput': 1.7612807387403098, 'latency_mean': 5.630882530212403, 'latency_p50': 5.644558548927307, 'latency_p90': 6.430086326599121}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_46109_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_claude4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-15
win_ratio: 0.5375166002656042
generation_params: {'temperature': 0.5, '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': '<|im_start|>user\n{prompt}<|im_end|>\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-46109-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-46109-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: Downloaded to shared memory in 50.589s
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_claude4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvkddvh2t, device:0
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: quantized model in 287.436s
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_claude4_tune2 in 338.026s
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46109-v3/nvidia
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46109-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46109-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46109-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46109-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46109-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-46109-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46109-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-46109-v3-mkmlizer completed after 437.98s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-46109-v3-mkmlizer
Pipeline stage MKMLizer completed in 438.67s
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-46109-v3
Waiting for inference service chaiml-mn24b-v2preferwi-46109-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-46109-v3 ready after 60.41910910606384s
Pipeline stage MKMLDeployer completed in 61.10s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1876866817474365s
Received healthy response to inference request in 2.012416362762451s
Received healthy response to inference request in 1.286674976348877s
Received healthy response to inference request in 1.6478121280670166s
Received healthy response to inference request in 1.8064155578613281s
5 requests
0 failed requests
5th percentile: 1.3589024066925048
10th percentile: 1.4311298370361327
20th percentile: 1.5755846977233887
30th percentile: 1.679532814025879
40th percentile: 1.7429741859436034
50th percentile: 1.8064155578613281
60th percentile: 1.8888158798217773
70th percentile: 1.9712162017822266
80th percentile: 2.0474704265594483
90th percentile: 2.117578554153442
95th percentile: 2.1526326179504394
99th percentile: 2.180675868988037
mean time: 1.788201141357422
Pipeline stage StressChecker completed in 10.28s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46109_v3 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 0.11s
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-46109-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-46109-v3-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 2788.33s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46109_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_46109_v3 status is now torndown due to DeploymentManager action