developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51114_v2
model_name: chaiml-mn24b-v2preferwi_51114_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T18:53:38+00:00
num_battles: 5922
num_wins: 3161
celo_rating: 1276.92
family_friendly_score: 0.5668
family_friendly_standard_error: 0.007007678074797671
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune12
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': 0.542462928155963, 'latency_mean': 1.8433196008205415, 'latency_p50': 1.8458932638168335, 'latency_p90': 2.0616723775863646}, {'batch_size': 3, 'throughput': 1.1071043881669043, 'latency_mean': 2.7001270270347595, 'latency_p50': 2.727425456047058, 'latency_p90': 2.955519437789917}, {'batch_size': 5, 'throughput': 1.4369117841768848, 'latency_mean': 3.4594121134281157, 'latency_p50': 3.447186827659607, 'latency_p90': 3.870346450805664}, {'batch_size': 6, 'throughput': 1.527533584506261, 'latency_mean': 3.8905644094944, 'latency_p50': 3.877614378929138, 'latency_p90': 4.369405221939087}, {'batch_size': 8, 'throughput': 1.6848506783479815, 'latency_mean': 4.7288825011253355, 'latency_p50': 4.72866415977478, 'latency_p90': 5.46759181022644}, {'batch_size': 10, 'throughput': 1.7499594428104075, 'latency_mean': 5.649983975887299, 'latency_p50': 5.645782947540283, 'latency_p90': 6.4796977758407595}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51114_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune12
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-12
win_ratio: 0.5337723741979061
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': '{prompt}\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-51114-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51114-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: Downloaded to shared memory in 84.695s
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune12 already exists in ChaiML
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0r0pmzsb, device:0
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: quantized model in 289.485s
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune12 in 374.180s
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v2/nvidia
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51114-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-51114-v2-mkmlizer completed after 459.67s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51114-v2-mkmlizer
Pipeline stage MKMLizer completed in 460.54s
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-51114-v2
Waiting for inference service chaiml-mn24b-v2preferwi-51114-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-51114-v2 ready after 60.41318440437317s
Pipeline stage MKMLDeployer completed in 60.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2424070835113525s
Received healthy response to inference request in 1.6643092632293701s
Received healthy response to inference request in 1.6821484565734863s
Received healthy response to inference request in 1.6683120727539062s
Received healthy response to inference request in 1.6758816242218018s
5 requests
0 failed requests
5th percentile: 1.6651098251342773
10th percentile: 1.6659103870391845
20th percentile: 1.667511510848999
30th percentile: 1.6698259830474853
40th percentile: 1.6728538036346436
50th percentile: 1.6758816242218018
60th percentile: 1.6783883571624756
70th percentile: 1.6808950901031494
80th percentile: 1.7942001819610596
90th percentile: 2.018303632736206
95th percentile: 2.1303553581237793
99th percentile: 2.2199967384338377
mean time: 1.7866117000579833
Pipeline stage StressChecker completed in 10.30s
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 0.71s
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 0.84s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51114_v2 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-51114-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-51114-v2-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 2717.19s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51114_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51114_v2 status is now torndown due to DeploymentManager action