developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16354_v4
model_name: chaiml-mn24b-v2preferwi_16354_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:40:55+00:00
num_battles: 6511
num_wins: 3345
celo_rating: 1270.57
family_friendly_score: 0.5509999999999999
family_friendly_standard_error: 0.007034187941759872
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5477332371572685, 'latency_mean': 1.8256088209152221, 'latency_p50': 1.8255233764648438, 'latency_p90': 2.0264037609100343}, {'batch_size': 3, 'throughput': 1.1052225240161921, 'latency_mean': 2.699939112663269, 'latency_p50': 2.7090922594070435, 'latency_p90': 2.9325857639312742}, {'batch_size': 5, 'throughput': 1.4192728463699247, 'latency_mean': 3.5049696707725526, 'latency_p50': 3.5316213369369507, 'latency_p90': 3.8764380693435667}, {'batch_size': 6, 'throughput': 1.548800708346613, 'latency_mean': 3.8567887210845946, 'latency_p50': 3.870887875556946, 'latency_p90': 4.37873866558075}, {'batch_size': 8, 'throughput': 1.6967115279765732, 'latency_mean': 4.683607383966446, 'latency_p50': 4.66234028339386, 'latency_p90': 5.350478625297546}, {'batch_size': 10, 'throughput': 1.7632815986635715, 'latency_mean': 5.634737988710404, 'latency_p50': 5.6770734786987305, 'latency_p90': 6.535784959793091}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16354_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-19
win_ratio: 0.5137459683612349
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-16354-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16354-v4-mkmlizer to finish
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-16354-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: Downloaded to shared memory in 116.023s
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcz0g892f, device:0
chaiml-mn24b-v2preferwi-16354-v4-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', '')
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-16354-v4-mkmlizer: quantized model in 286.825s
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6 in 402.848s
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v4/nvidia
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-16354-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v4/nvidia/flywheel_model.0.safetensors
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Retrying (%r) after connection broken by '%r': %s
Job chaiml-mn24b-v2preferwi-16354-v4-mkmlizer completed after 486.58s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16354-v4-mkmlizer
Pipeline stage MKMLizer completed in 487.30s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-16354-v4
Waiting for inference service chaiml-mn24b-v2preferwi-16354-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-16354-v4 ready after 60.33283710479736s
Pipeline stage MKMLDeployer completed in 60.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.805340051651001s
Received healthy response to inference request in 1.9814929962158203s
Received healthy response to inference request in 1.836928367614746s
Received healthy response to inference request in 1.9896254539489746s
Received healthy response to inference request in 1.7734475135803223s
5 requests
0 failed requests
5th percentile: 1.779826021194458
10th percentile: 1.7862045288085937
20th percentile: 1.7989615440368651
30th percentile: 1.81165771484375
40th percentile: 1.824293041229248
50th percentile: 1.836928367614746
60th percentile: 1.8947542190551758
70th percentile: 1.9525800704956053
80th percentile: 1.9831194877624512
90th percentile: 1.986372470855713
95th percentile: 1.9879989624023438
99th percentile: 1.9893001556396483
mean time: 1.877366876602173
Pipeline stage StressChecker completed in 10.99s
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 0.61s
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 0.99s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16354_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 0.14s
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-16354-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-16354-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 3076.22s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16354_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16354_v4 status is now torndown due to DeploymentManager action