developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_89433_v5
model_name: chaiml-mn24b-v2preferwi_89433_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:33:14+00:00
num_battles: 5787
num_wins: 2939
celo_rating: 1275.13
family_friendly_score: 0.5272
family_friendly_standard_error: 0.00706059714188538
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3
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': 0.5473372468629062, 'latency_mean': 1.826904935836792, 'latency_p50': 1.803269624710083, 'latency_p90': 2.0388678312301636}, {'batch_size': 3, 'throughput': 1.1159835742902444, 'latency_mean': 2.680958102941513, 'latency_p50': 2.696150064468384, 'latency_p90': 2.9757629156112673}, {'batch_size': 5, 'throughput': 1.4412044187066113, 'latency_mean': 3.4549192535877227, 'latency_p50': 3.4605365991592407, 'latency_p90': 3.8948930740356444}, {'batch_size': 6, 'throughput': 1.5410410166158126, 'latency_mean': 3.8740719747543335, 'latency_p50': 3.8612440824508667, 'latency_p90': 4.377307009696961}, {'batch_size': 8, 'throughput': 1.7038982168557435, 'latency_mean': 4.64938658952713, 'latency_p50': 4.6781532764434814, 'latency_p90': 5.336319088935852}, {'batch_size': 10, 'throughput': 1.77392476500124, 'latency_mean': 5.606867837905884, 'latency_p50': 5.636349678039551, 'latency_p90': 6.488850498199462}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_89433_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-24
win_ratio: 0.507862450319682
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-89433-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-89433-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v5-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', '')
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: Downloaded to shared memory in 127.781s
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprv1fcm68, device:0
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: quantized model in 287.437s
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3 in 415.219s
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v5/nvidia
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-89433-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-89433-v5-mkmlizer completed after 522.28s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-89433-v5-mkmlizer
Pipeline stage MKMLizer completed in 522.79s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-89433-v5
Waiting for inference service chaiml-mn24b-v2preferwi-89433-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-89433-v5 ready after 50.310051918029785s
Pipeline stage MKMLDeployer completed in 51.24s
run pipeline stage %s
Running pipeline stage StressChecker
read tcp 127.0.0.1:60796->127.0.0.1:8080: read: connection reset by peer

Received unhealthy response to inference request!
Received healthy response to inference request in 2.1617698669433594s
Received healthy response to inference request in 1.7842960357666016s
Received healthy response to inference request in 1.656038761138916s
Received healthy response to inference request in 1.9564995765686035s
5 requests
1 failed requests
5th percentile: 0.48624296188354493
10th percentile: 0.7786919116973877
20th percentile: 1.3635898113250733
30th percentile: 1.6816902160644531
40th percentile: 1.7329931259155273
50th percentile: 1.7842960357666016
60th percentile: 1.8531774520874023
70th percentile: 1.9220588684082032
80th percentile: 1.9975536346435547
90th percentile: 2.079661750793457
95th percentile: 2.1207158088684084
99th percentile: 2.153559055328369
mean time: 1.5504796504974365
%s, retrying in %s seconds...
Received healthy response to inference request in 1.5538580417633057s
Received healthy response to inference request in 1.989140510559082s
Received healthy response to inference request in 1.5506112575531006s
Received healthy response to inference request in 1.4292089939117432s
Received healthy response to inference request in 2.0254647731781006s
5 requests
0 failed requests
5th percentile: 1.4534894466400146
10th percentile: 1.4777698993682862
20th percentile: 1.5263308048248292
30th percentile: 1.5512606143951415
40th percentile: 1.5525593280792236
50th percentile: 1.5538580417633057
60th percentile: 1.7279710292816162
70th percentile: 1.9020840167999267
80th percentile: 1.9964053630828857
90th percentile: 2.010935068130493
95th percentile: 2.018199920654297
99th percentile: 2.02401180267334
mean time: 1.7096567153930664
Pipeline stage StressChecker completed in 19.47s
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 0.74s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_89433_v5 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 0.12s
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-89433-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-89433-v5-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 2824.80s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_89433_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_89433_v5 status is now torndown due to DeploymentManager action