developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_7607_v4
model_name: chaiml-mn24b-v2preferwin_7607_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-28T04:20:51+00:00
num_battles: 5379
num_wins: 2652
celo_rating: 1280.53
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_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': 0.5430750458120648, 'latency_mean': 1.8412626111507415, 'latency_p50': 1.8520042896270752, 'latency_p90': 2.038615679740906}, {'batch_size': 3, 'throughput': 1.1145832619994613, 'latency_mean': 2.6813770270347597, 'latency_p50': 2.6476022005081177, 'latency_p90': 2.9845077991485596}, {'batch_size': 5, 'throughput': 1.414755092248712, 'latency_mean': 3.5083260989189147, 'latency_p50': 3.495172381401062, 'latency_p90': 3.942754793167114}, {'batch_size': 6, 'throughput': 1.528033536906943, 'latency_mean': 3.8995506954193115, 'latency_p50': 3.8883755207061768, 'latency_p90': 4.367647814750671}, {'batch_size': 8, 'throughput': 1.6759879547076744, 'latency_mean': 4.722367728948593, 'latency_p50': 4.699020504951477, 'latency_p90': 5.351770210266113}, {'batch_size': 10, 'throughput': 1.7722349052176039, 'latency_mean': 5.602138433456421, 'latency_p50': 5.550092339515686, 'latency_p90': 6.390896439552307}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_7607_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-27
win_ratio: 0.49302844394868933
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-v2preferwin-7607-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-7607-v4-mkmlizer to finish
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: Downloaded to shared memory in 75.791s
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpfqnk4p6h, device:0
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: quantized model in 285.783s
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3 in 361.574s
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v4/nvidia
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v4/nvidia/config.json
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-7607-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-7607-v4-mkmlizer completed after 468.0s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-7607-v4-mkmlizer
Pipeline stage MKMLizer completed in 468.76s
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-v2preferwin-7607-v4
Waiting for inference service chaiml-mn24b-v2preferwin-7607-v4 to be ready
Inference service chaiml-mn24b-v2preferwin-7607-v4 ready after 60.3088858127594s
Pipeline stage MKMLDeployer completed in 60.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9080076217651367s
Received healthy response to inference request in 2.300564765930176s
Received healthy response to inference request in 1.9139511585235596s
Received healthy response to inference request in 2.3120992183685303s
Received healthy response to inference request in 1.807065725326538s
5 requests
0 failed requests
5th percentile: 1.8272541046142579
10th percentile: 1.8474424839019776
20th percentile: 1.887819242477417
30th percentile: 1.9091963291168212
40th percentile: 1.9115737438201905
50th percentile: 1.9139511585235596
60th percentile: 2.068596601486206
70th percentile: 2.2232420444488525
80th percentile: 2.302871656417847
90th percentile: 2.3074854373931886
95th percentile: 2.309792327880859
99th percentile: 2.311637840270996
mean time: 2.048337697982788
Pipeline stage StressChecker completed in 11.85s
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 0.65s
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 0.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7607_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 0.09s
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-v2preferwin-7607-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-7607-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7607_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_7607_v4 status is now torndown due to DeploymentManager action