developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_24613_v2
model_name: chaiml-mn24b-v2preferwi_24613_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:53:05+00:00
num_battles: 5456
num_wins: 2864
celo_rating: 1272.71
family_friendly_score: 0.554
family_friendly_standard_error: 0.007029708386554879
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_overall_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': 0.5425119260076783, 'latency_mean': 1.8431538558006286, 'latency_p50': 1.854447841644287, 'latency_p90': 2.023328185081482}, {'batch_size': 3, 'throughput': 1.1118730465239535, 'latency_mean': 2.6900613355636596, 'latency_p50': 2.6970561742782593, 'latency_p90': 2.9584369897842406}, {'batch_size': 5, 'throughput': 1.4375122112421135, 'latency_mean': 3.461558097600937, 'latency_p50': 3.469427466392517, 'latency_p90': 3.890622091293335}, {'batch_size': 6, 'throughput': 1.542380051694817, 'latency_mean': 3.857657172679901, 'latency_p50': 3.8538739681243896, 'latency_p90': 4.363010597229004}, {'batch_size': 8, 'throughput': 1.6993473688644638, 'latency_mean': 4.678062089681625, 'latency_p50': 4.697626352310181, 'latency_p90': 5.291211175918579}, {'batch_size': 10, 'throughput': 1.7696649569393856, 'latency_mean': 5.59794438123703, 'latency_p50': 5.658990383148193, 'latency_p90': 6.343194842338562}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_24613_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_overall_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-15
win_ratio: 0.5249266862170088
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-24613-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-24613-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: Downloaded to shared memory in 58.298s
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_overall_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw6rce8_t, device:0
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: quantized model in 285.493s
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_overall_tune1 in 343.791s
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v2/nvidia
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-24613-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-24613-v2-mkmlizer completed after 478.76s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-24613-v2-mkmlizer
Pipeline stage MKMLizer completed in 479.27s
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-24613-v2
Waiting for inference service chaiml-mn24b-v2preferwi-24613-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-24613-v2 ready after 30.149877786636353s
Pipeline stage MKMLDeployer completed in 30.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.527233362197876s
Received healthy response to inference request in 1.4561753273010254s
Received healthy response to inference request in 1.18794846534729s
Received healthy response to inference request in 1.7038674354553223s
Received healthy response to inference request in 1.688478946685791s
5 requests
0 failed requests
5th percentile: 1.241593837738037
10th percentile: 1.2952392101287842
20th percentile: 1.4025299549102783
30th percentile: 1.5026360511779786
40th percentile: 1.5955574989318848
50th percentile: 1.688478946685791
60th percentile: 1.6946343421936034
70th percentile: 1.700789737701416
80th percentile: 1.868540620803833
90th percentile: 2.1978869915008548
95th percentile: 2.362560176849365
99th percentile: 2.4942987251281736
mean time: 1.712740707397461
Pipeline stage StressChecker completed in 9.85s
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 0.64s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_24613_v2 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-24613-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-24613-v2-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 2749.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_24613_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_24613_v2 status is now torndown due to DeploymentManager action