developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_65709_v6
model_name: chaiml-mn24b-v2preferwi_65709_v6
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:11:17+00:00
num_battles: 5642
num_wins: 2912
celo_rating: 1274.61
family_friendly_score: 0.5408
family_friendly_standard_error: 0.007047486927976525
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5403523330899124, 'latency_mean': 1.8505467188358307, 'latency_p50': 1.864458680152893, 'latency_p90': 2.0470347881317137}, {'batch_size': 3, 'throughput': 1.1005170683060352, 'latency_mean': 2.720820525884628, 'latency_p50': 2.7255221605300903, 'latency_p90': 3.006993627548218}, {'batch_size': 5, 'throughput': 1.4159188454682405, 'latency_mean': 3.5113227367401123, 'latency_p50': 3.5042742490768433, 'latency_p90': 4.051827836036682}, {'batch_size': 6, 'throughput': 1.505077862972184, 'latency_mean': 3.967652155160904, 'latency_p50': 3.992768406867981, 'latency_p90': 4.474330949783325}, {'batch_size': 8, 'throughput': 1.6646405647943874, 'latency_mean': 4.7646156704425815, 'latency_p50': 4.768845319747925, 'latency_p90': 5.45822684764862}, {'batch_size': 10, 'throughput': 1.7326059834767469, 'latency_mean': 5.71993835568428, 'latency_p50': 5.655414581298828, 'latency_p90': 6.58319354057312}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_65709_v6
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-18
win_ratio: 0.5161290322580645
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-65709-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-65709-v6-mkmlizer to finish
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: Downloaded to shared memory in 57.198s
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpux7cxupm, device:0
chaiml-mn24b-v2preferwi-65709-v6-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-65709-v6-mkmlizer: quantized model in 287.750s
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune1 in 344.948s
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v6/nvidia
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v6/nvidia/config.json
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v6/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-65709-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-65709-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-65709-v6-mkmlizer completed after 531.27s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-65709-v6-mkmlizer
Pipeline stage MKMLizer completed in 531.74s
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-65709-v6
Waiting for inference service chaiml-mn24b-v2preferwi-65709-v6 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-65709-v6 ready after 60.29952526092529s
Pipeline stage MKMLDeployer completed in 61.07s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.453248977661133s
Received healthy response to inference request in 2.1090731620788574s
Received healthy response to inference request in 2.0469491481781006s
Received healthy response to inference request in 1.7256183624267578s
Received healthy response to inference request in 1.5237200260162354s
5 requests
0 failed requests
5th percentile: 1.5640996932983398
10th percentile: 1.6044793605804444
20th percentile: 1.6852386951446534
30th percentile: 1.7898845195770263
40th percentile: 1.9184168338775636
50th percentile: 2.0469491481781006
60th percentile: 2.0717987537384035
70th percentile: 2.096648359298706
80th percentile: 2.1779083251953124
90th percentile: 2.315578651428223
95th percentile: 2.384413814544678
99th percentile: 2.439481945037842
mean time: 1.9717219352722168
Pipeline stage StressChecker completed in 12.26s
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 0.75s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_65709_v6 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 2639.89s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_65709_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_65709_v6 status is now torndown due to DeploymentManager action