developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_62908_v3
model_name: chaiml-mn24b-v2preferwi_62908_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-14T02:24:58+00:00
num_battles: 5353
num_wins: 2807
celo_rating: 1279.62
family_friendly_score: 0.5948
family_friendly_standard_error: 0.006942808653563772
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune18
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': 0.5463106228675961, 'latency_mean': 1.8303599333763123, 'latency_p50': 1.8345998525619507, 'latency_p90': 2.0219735145568847}, {'batch_size': 3, 'throughput': 1.104583811714608, 'latency_mean': 2.7092234146595002, 'latency_p50': 2.685862898826599, 'latency_p90': 3.07623770236969}, {'batch_size': 5, 'throughput': 1.4320884634920956, 'latency_mean': 3.476996862888336, 'latency_p50': 3.479689836502075, 'latency_p90': 3.903418040275574}, {'batch_size': 6, 'throughput': 1.5270060314041236, 'latency_mean': 3.895127075910568, 'latency_p50': 3.882593870162964, 'latency_p90': 4.454115319252014}, {'batch_size': 8, 'throughput': 1.6976624964731988, 'latency_mean': 4.672893223762512, 'latency_p50': 4.634003043174744, 'latency_p90': 5.343457126617432}, {'batch_size': 10, 'throughput': 1.7600285944892216, 'latency_mean': 5.625305587053299, 'latency_p50': 5.650018215179443, 'latency_p90': 6.34503264427185}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_62908_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune18
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-13
win_ratio: 0.5243788529796376
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 50, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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-62908-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-62908-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: Downloaded to shared memory in 59.943s
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune18 already exists in ChaiML
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjorrbr5d, device:0
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: quantized model in 295.530s
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune18 in 355.473s
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v3/nvidia
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-62908-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-62908-v3-mkmlizer completed after 427.3s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-62908-v3-mkmlizer
Pipeline stage MKMLizer completed in 428.45s
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-62908-v3
Waiting for inference service chaiml-mn24b-v2preferwi-62908-v3 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-62908-v3 ready after 60.3020293712616s
Pipeline stage MKMLDeployer completed in 60.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4670140743255615s
Received healthy response to inference request in 1.757272720336914s
Received healthy response to inference request in 1.9860258102416992s
Received healthy response to inference request in 2.2405292987823486s
Received healthy response to inference request in 1.8162415027618408s
5 requests
0 failed requests
5th percentile: 1.7690664768218993
10th percentile: 1.7808602333068848
20th percentile: 1.8044477462768556
30th percentile: 1.8501983642578126
40th percentile: 1.918112087249756
50th percentile: 1.9860258102416992
60th percentile: 2.087827205657959
70th percentile: 2.1896286010742188
80th percentile: 2.285826253890991
90th percentile: 2.3764201641082763
95th percentile: 2.421717119216919
99th percentile: 2.457954683303833
mean time: 2.053416681289673
Pipeline stage StressChecker completed in 11.62s
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 0.72s
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 0.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v3 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 2908.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_62908_v3 status is now torndown due to DeploymentManager action