developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_71839_v2
model_name: chaiml-mn24b-v2preferwi_71839_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T15:09:14+00:00
num_battles: 6209
num_wins: 3382
celo_rating: 1290.95
family_friendly_score: 0.49539999999999995
family_friendly_standard_error: 0.00707076855794333
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune8
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': 0.43246692784937263, 'latency_mean': 2.312217439413071, 'latency_p50': 1.8739876747131348, 'latency_p90': 4.549596571922302}, {'batch_size': 3, 'throughput': 1.1061786521153056, 'latency_mean': 2.701471767425537, 'latency_p50': 2.7006107568740845, 'latency_p90': 3.0054126262664793}, {'batch_size': 5, 'throughput': 1.4357173430796208, 'latency_mean': 3.4564604747295378, 'latency_p50': 3.4782912731170654, 'latency_p90': 3.956394290924072}, {'batch_size': 6, 'throughput': 1.5527373716071076, 'latency_mean': 3.8534069728851317, 'latency_p50': 3.851510763168335, 'latency_p90': 4.330620217323303}, {'batch_size': 8, 'throughput': 1.6878302584655072, 'latency_mean': 4.693043467998504, 'latency_p50': 4.719567894935608, 'latency_p90': 5.3257349014282225}, {'batch_size': 10, 'throughput': 1.776770981856357, 'latency_mean': 5.569100667238235, 'latency_p50': 5.519694209098816, 'latency_p90': 6.333115220069885}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_71839_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-18
win_ratio: 0.5446931873087454
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-71839-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-71839-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: Downloaded to shared memory in 78.173s
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp673nwf6z, device:0
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: quantized model in 288.138s
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune8 in 366.312s
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v2/nvidia
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-71839-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-71839-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-71839-v2-mkmlizer completed after 511.91s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-71839-v2-mkmlizer
Pipeline stage MKMLizer completed in 512.49s
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-71839-v2
Waiting for inference service chaiml-mn24b-v2preferwi-71839-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-71839-v2 ready after 60.34132242202759s
Pipeline stage MKMLDeployer completed in 60.91s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.012204170227051s
Received healthy response to inference request in 1.7311410903930664s
Received healthy response to inference request in 1.7365412712097168s
Received healthy response to inference request in 1.65665602684021s
Received healthy response to inference request in 2.0300047397613525s
5 requests
0 failed requests
5th percentile: 1.6715530395507812
10th percentile: 1.6864500522613526
20th percentile: 1.7162440776824952
30th percentile: 1.7322211265563965
40th percentile: 1.7343811988830566
50th percentile: 1.7365412712097168
60th percentile: 1.8468064308166503
70th percentile: 1.957071590423584
80th percentile: 2.015764284133911
90th percentile: 2.0228845119476317
95th percentile: 2.0264446258544924
99th percentile: 2.0292927169799806
mean time: 1.8333094596862793
Pipeline stage StressChecker completed in 10.92s
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 0.84s
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_71839_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 0.09s
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-71839-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-71839-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 2607.03s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_71839_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_71839_v2 status is now torndown due to DeploymentManager action