developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67650_v2
model_name: chaiml-mn24b-v2preferwi_67650_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T02:27:10+00:00
num_battles: 5407
num_wins: 2720
celo_rating: 1260.8
family_friendly_score: 0.5898
family_friendly_standard_error: 0.006956090281185258
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2
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': 0.5449308316997945, 'latency_mean': 1.8349884474277496, 'latency_p50': 1.8417024612426758, 'latency_p90': 2.0411473512649536}, {'batch_size': 3, 'throughput': 1.1094322429240233, 'latency_mean': 2.6967638659477235, 'latency_p50': 2.66546893119812, 'latency_p90': 3.0146060228347777}, {'batch_size': 5, 'throughput': 1.4122239446656284, 'latency_mean': 3.5184252846240995, 'latency_p50': 3.4877285957336426, 'latency_p90': 4.028233909606933}, {'batch_size': 6, 'throughput': 1.512381224388604, 'latency_mean': 3.942706836462021, 'latency_p50': 3.9585211277008057, 'latency_p90': 4.491347599029541}, {'batch_size': 8, 'throughput': 1.666740900935285, 'latency_mean': 4.757165633440017, 'latency_p50': 4.744356155395508, 'latency_p90': 5.459496092796326}, {'batch_size': 10, 'throughput': 1.7526653641568333, 'latency_mean': 5.666239348649978, 'latency_p50': 5.65527868270874, 'latency_p90': 6.485332465171814}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67650_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-16
win_ratio: 0.5030515997780655
generation_params: {'temperature': 0.65, '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-67650-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67650-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: Downloaded to shared memory in 55.698s
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxki19zhn, device:0
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-mn24b-v2preferwi-67650-v2-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-67650-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67650-v2-mkmlizer to finish
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chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: Downloaded to shared memory in 58.073s
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprmltd8n6, device:0
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-mn24b-v2preferwi_87788_v4: ('http://chaiml-mn24b-v2preferwi-87788-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:41026->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: quantized model in 286.842s
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2 in 344.916s
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v2/nvidia
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67650-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-67650-v2-mkmlizer completed after 408.21s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67650-v2-mkmlizer
Pipeline stage MKMLizer completed in 684.79s
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-67650-v2
Waiting for inference service chaiml-mn24b-v2preferwi-67650-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-67650-v2 ready after 60.26206159591675s
Pipeline stage MKMLDeployer completed in 60.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2460672855377197s
Received healthy response to inference request in 1.6420302391052246s
Received healthy response to inference request in 1.6515312194824219s
Received healthy response to inference request in 1.8419826030731201s
Received healthy response to inference request in 1.6661686897277832s
5 requests
0 failed requests
5th percentile: 1.643930435180664
10th percentile: 1.6458306312561035
20th percentile: 1.6496310234069824
30th percentile: 1.654458713531494
40th percentile: 1.6603137016296388
50th percentile: 1.6661686897277832
60th percentile: 1.736494255065918
70th percentile: 1.8068198204040526
80th percentile: 1.9227995395660402
90th percentile: 2.08443341255188
95th percentile: 2.1652503490447996
99th percentile: 2.2299038982391357
mean time: 1.809556007385254
Pipeline stage StressChecker completed in 10.61s
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 0.70s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67650_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 2673.08s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67650_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67650_v2 status is now torndown due to DeploymentManager action