developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59631_v5
model_name: chaiml-mn24b-v2preferwi_59631_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:22:08+00:00
num_battles: 5529
num_wins: 2827
celo_rating: 1269.37
family_friendly_score: 0.567
family_friendly_standard_error: 0.007007296197535822
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6
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': 0.5478601206645123, 'latency_mean': 1.825182205438614, 'latency_p50': 1.8456225395202637, 'latency_p90': 2.0134016990661623}, {'batch_size': 3, 'throughput': 1.1042580826889425, 'latency_mean': 2.7076742601394654, 'latency_p50': 2.7199366092681885, 'latency_p90': 2.9957796335220337}, {'batch_size': 5, 'throughput': 1.4349843387806793, 'latency_mean': 3.4600129437446596, 'latency_p50': 3.4664841890335083, 'latency_p90': 3.9019701719284057}, {'batch_size': 6, 'throughput': 1.532214503403782, 'latency_mean': 3.894788932800293, 'latency_p50': 3.913404703140259, 'latency_p90': 4.437501096725464}, {'batch_size': 8, 'throughput': 1.6933386083561661, 'latency_mean': 4.6916567635536195, 'latency_p50': 4.631924390792847, 'latency_p90': 5.3662353515625}, {'batch_size': 10, 'throughput': 1.78213075642307, 'latency_mean': 5.568681892156601, 'latency_p50': 5.5493855476379395, 'latency_p90': 6.399912548065186}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59631_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-20
win_ratio: 0.5113040332790739
generation_params: {'temperature': 0.8, '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-59631-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59631-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: Downloaded to shared memory in 50.876s
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpz9aju764, device:0
chaiml-mn24b-v2preferwi-59631-v5-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-59631-v5-mkmlizer: quantized model in 291.827s
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6 in 342.703s
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v5/nvidia
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-59631-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-59631-v5-mkmlizer completed after 500.47s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59631-v5-mkmlizer
Pipeline stage MKMLizer completed in 501.03s
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-59631-v5
Waiting for inference service chaiml-mn24b-v2preferwi-59631-v5 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', '')
Inference service chaiml-mn24b-v2preferwi-59631-v5 ready after 60.27051544189453s
Pipeline stage MKMLDeployer completed in 60.99s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.373601198196411s
Received healthy response to inference request in 1.9116194248199463s
Received healthy response to inference request in 1.6931006908416748s
Received healthy response to inference request in 1.7472472190856934s
Received healthy response to inference request in 1.734004020690918s
5 requests
0 failed requests
5th percentile: 1.7012813568115235
10th percentile: 1.7094620227813722
20th percentile: 1.7258233547210693
30th percentile: 1.736652660369873
40th percentile: 1.7419499397277831
50th percentile: 1.7472472190856934
60th percentile: 1.8129961013793945
70th percentile: 1.8787449836730956
80th percentile: 2.0040157794952393
90th percentile: 2.188808488845825
95th percentile: 2.281204843521118
99th percentile: 2.3551219272613526
mean time: 1.8919145107269286
Pipeline stage StressChecker completed in 10.91s
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 0.66s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59631_v5 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 3087.02s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59631_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59631_v5 status is now torndown due to DeploymentManager action