developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_27579_v3
model_name: chaiml-mn24b-v2preferwi_27579_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:17:13+00:00
num_battles: 5245
num_wins: 2701
celo_rating: 1266.69
family_friendly_score: 0.5664
family_friendly_standard_error: 0.007008438342455472
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_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': 0.5433523255990113, 'latency_mean': 1.8403205966949463, 'latency_p50': 1.8573421239852905, 'latency_p90': 2.0402756452560427}, {'batch_size': 3, 'throughput': 1.099500979388024, 'latency_mean': 2.7222963428497313, 'latency_p50': 2.737618565559387, 'latency_p90': 2.984907388687134}, {'batch_size': 5, 'throughput': 1.4323717342438833, 'latency_mean': 3.4735993552207947, 'latency_p50': 3.46771502494812, 'latency_p90': 3.9076167106628414}, {'batch_size': 6, 'throughput': 1.5326846788084596, 'latency_mean': 3.889080282449722, 'latency_p50': 3.885128140449524, 'latency_p90': 4.387510752677917}, {'batch_size': 8, 'throughput': 1.6681472621164934, 'latency_mean': 4.763239012956619, 'latency_p50': 4.784636378288269, 'latency_p90': 5.425018286705017}, {'batch_size': 10, 'throughput': 1.7483925062942363, 'latency_mean': 5.6711217355728145, 'latency_p50': 5.635743498802185, 'latency_p90': 6.612793684005737}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_27579_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-15
win_ratio: 0.5149666348903718
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': '<|im_start|>user\n{prompt}<|im_end|>\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-27579-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-27579-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: Downloaded to shared memory in 54.898s
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpeqeezfru, device:0
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: quantized model in 287.710s
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_tune1 in 342.609s
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-27579-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-27579-v3-mkmlizer completed after 407.71s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-27579-v3-mkmlizer
Pipeline stage MKMLizer completed in 408.18s
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-27579-v3
Waiting for inference service chaiml-mn24b-v2preferwi-27579-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-27579-v3 ready after 30.150747776031494s
Pipeline stage MKMLDeployer completed in 30.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3787567615509033s
Received healthy response to inference request in 1.697007179260254s
Received healthy response to inference request in 1.796882152557373s
Received healthy response to inference request in 1.758800983428955s
Received healthy response to inference request in 1.5251281261444092s
5 requests
0 failed requests
5th percentile: 1.559503936767578
10th percentile: 1.5938797473907471
20th percentile: 1.662631368637085
30th percentile: 1.7093659400939942
40th percentile: 1.7340834617614747
50th percentile: 1.758800983428955
60th percentile: 1.7740334510803222
70th percentile: 1.7892659187316895
80th percentile: 1.9132570743560793
90th percentile: 2.1460069179534913
95th percentile: 2.262381839752197
99th percentile: 2.3554817771911623
mean time: 1.831315040588379
Pipeline stage StressChecker completed in 10.48s
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 0.68s
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_27579_v3 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-27579-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-27579-v3-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 2904.56s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27579_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_27579_v3 status is now torndown due to DeploymentManager action