developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59749_v2
model_name: chaiml-mn24b-v2preferwi_59749_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T22:58:33+00:00
num_battles: 6029
num_wins: 3286
celo_rating: 1283.79
family_friendly_score: 0.5774
family_friendly_standard_error: 0.006985831947592212
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune17
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': 0.5493343251893045, 'latency_mean': 1.8202718806266784, 'latency_p50': 1.8122233152389526, 'latency_p90': 2.0217175006866457}, {'batch_size': 3, 'throughput': 1.1211876765042579, 'latency_mean': 2.6608821260929107, 'latency_p50': 2.6496161222457886, 'latency_p90': 2.9287210941314696}, {'batch_size': 5, 'throughput': 1.4398251554179717, 'latency_mean': 3.45649799823761, 'latency_p50': 3.4274884462356567, 'latency_p90': 3.9604824066162108}, {'batch_size': 6, 'throughput': 1.5576354923406543, 'latency_mean': 3.8337947547435762, 'latency_p50': 3.830445885658264, 'latency_p90': 4.317009687423706}, {'batch_size': 8, 'throughput': 1.6933383178090482, 'latency_mean': 4.685659085512161, 'latency_p50': 4.719687581062317, 'latency_p90': 5.271829509735108}, {'batch_size': 10, 'throughput': 1.7615602559794126, 'latency_mean': 5.625446254014969, 'latency_p50': 5.599717617034912, 'latency_p90': 6.452822279930115}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59749_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune17
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-13
win_ratio: 0.5450323436722508
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, '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': '\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-59749-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59749-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: Downloaded to shared memory in 82.140s
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune17 already exists in ChaiML
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx5jox7k8, device:0
chaiml-mn24b-v2preferwi-59749-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', '')
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: quantized model in 288.313s
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune17 in 370.454s
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v2/nvidia
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v2/nvidia/flywheel_model.1.safetensors
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-59749-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-59749-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-59749-v2-mkmlizer completed after 529.78s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59749-v2-mkmlizer
Pipeline stage MKMLizer completed in 530.24s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.42s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-59749-v2
Waiting for inference service chaiml-mn24b-v2preferwi-59749-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-59749-v2 ready after 60.35750484466553s
Pipeline stage MKMLDeployer completed in 61.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.273763418197632s
Received healthy response to inference request in 1.7764580249786377s
Received healthy response to inference request in 1.642324447631836s
Received healthy response to inference request in 2.113751173019409s
Received healthy response to inference request in 1.9075961112976074s
5 requests
0 failed requests
5th percentile: 1.6691511631011964
10th percentile: 1.6959778785705566
20th percentile: 1.7496313095092773
30th percentile: 1.8026856422424316
40th percentile: 1.8551408767700195
50th percentile: 1.9075961112976074
60th percentile: 1.990058135986328
70th percentile: 2.0725201606750487
80th percentile: 2.1457536220550537
90th percentile: 2.2097585201263428
95th percentile: 2.2417609691619873
99th percentile: 2.267362928390503
mean time: 1.9427786350250245
Pipeline stage StressChecker completed in 11.08s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59749_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 2699.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59749_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59749_v2 status is now torndown due to DeploymentManager action