developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_87788_v4
model_name: chaiml-mn24b-v2preferwi_87788_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T01:53:59+00:00
num_battles: 5963
num_wins: 3048
celo_rating: 1266.31
family_friendly_score: 0.589
family_friendly_standard_error: 0.006958146304871722
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune1
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': 0.545086387045332, 'latency_mean': 1.8344497644901276, 'latency_p50': 1.8423370122909546, 'latency_p90': 2.015757751464844}, {'batch_size': 3, 'throughput': 1.1266355753454362, 'latency_mean': 2.6567796421051026, 'latency_p50': 2.635256052017212, 'latency_p90': 2.964501738548279}, {'batch_size': 5, 'throughput': 1.4339236301918963, 'latency_mean': 3.4677337396144865, 'latency_p50': 3.465372323989868, 'latency_p90': 3.910807704925537}, {'batch_size': 6, 'throughput': 1.5526174693707924, 'latency_mean': 3.842519586086273, 'latency_p50': 3.845916509628296, 'latency_p90': 4.379138922691345}, {'batch_size': 8, 'throughput': 1.6966710298843402, 'latency_mean': 4.679657760858536, 'latency_p50': 4.673850059509277, 'latency_p90': 5.270410275459289}, {'batch_size': 10, 'throughput': 1.7918194674080918, 'latency_mean': 5.5284925770759585, 'latency_p50': 5.526499509811401, 'latency_p90': 6.311013793945312}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_87788_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-16
win_ratio: 0.5111521046453128
generation_params: {'temperature': 0.75, '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-87788-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-87788-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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', '')
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', '')
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', '')
Stopping job with name chaiml-mn24b-v2preferwi-87788-v4-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-87788-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-87788-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: Downloaded to shared memory in 56.850s
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_44b0d4a, device:0
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: quantized model in 289.450s
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune1 in 346.300s
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v4/nvidia
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-87788-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-87788-v4-mkmlizer completed after 427.63s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-87788-v4-mkmlizer
Pipeline stage MKMLizer completed in 2092.27s
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-87788-v4
Waiting for inference service chaiml-mn24b-v2preferwi-87788-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-87788-v4 ready after 60.34656548500061s
Pipeline stage MKMLDeployer completed in 61.16s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7584028244018555s
Received healthy response to inference request in 2.2767810821533203s
Received healthy response to inference request in 1.7553188800811768s
Received healthy response to inference request in 1.805556297302246s
Received healthy response to inference request in 1.7341134548187256s
5 requests
0 failed requests
5th percentile: 1.738354539871216
10th percentile: 1.742595624923706
20th percentile: 1.7510777950286864
30th percentile: 1.7559356689453125
40th percentile: 1.757169246673584
50th percentile: 1.7584028244018555
60th percentile: 1.7772642135620118
70th percentile: 1.796125602722168
80th percentile: 1.899801254272461
90th percentile: 2.0882911682128906
95th percentile: 2.1825361251831055
99th percentile: 2.2579320907592773
mean time: 1.8660345077514648
Pipeline stage StressChecker completed in 11.23s
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 0.80s
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_87788_v4 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-87788-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-87788-v4-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 2671.23s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87788_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_87788_v4 status is now torndown due to DeploymentManager action