developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_38296_v1
model_name: chaiml-mn24b-v2preferwi_38296_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T11:01:46+00:00
num_battles: 6871
num_wins: 3627
celo_rating: 1269.65
family_friendly_score: 0.5771999999999999
family_friendly_standard_error: 0.0069862745437035325
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_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': 0.5451631927167608, 'latency_mean': 1.834181809425354, 'latency_p50': 1.835038185119629, 'latency_p90': 2.0264007091522216}, {'batch_size': 3, 'throughput': 1.1070865715006177, 'latency_mean': 2.6981126999855043, 'latency_p50': 2.70078182220459, 'latency_p90': 2.9769057273864745}, {'batch_size': 5, 'throughput': 1.4092002319387558, 'latency_mean': 3.529661625623703, 'latency_p50': 3.5380735397338867, 'latency_p90': 3.9958794355392455}, {'batch_size': 6, 'throughput': 1.5290065875995584, 'latency_mean': 3.9011358332633974, 'latency_p50': 3.921931505203247, 'latency_p90': 4.394034433364868}, {'batch_size': 8, 'throughput': 1.697859191372288, 'latency_mean': 4.675937905311584, 'latency_p50': 4.670077323913574, 'latency_p90': 5.357911205291748}, {'batch_size': 10, 'throughput': 1.7665901097983163, 'latency_mean': 5.614671164751053, 'latency_p50': 5.6844722032547, 'latency_p90': 6.526613402366638}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_38296_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-12
win_ratio: 0.5278707611701353
generation_params: {'temperature': 0.5, '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': '{prompt}\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-38296-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-38296-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: Downloaded to shared memory in 63.097s
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp554_lkzz, device:0
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: quantized model in 296.423s
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune8 in 359.521s
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38296-v1/nvidia
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38296-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38296-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38296-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38296-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38296-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-38296-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38296-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-38296-v1-mkmlizer completed after 417.36s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-38296-v1-mkmlizer
Pipeline stage MKMLizer completed in 418.09s
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-38296-v1
Waiting for inference service chaiml-mn24b-v2preferwi-38296-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-38296-v1 ready after 30.173768997192383s
Pipeline stage MKMLDeployer completed in 31.23s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.146845817565918s
Received healthy response to inference request in 2.1836538314819336s
Received healthy response to inference request in 2.053724765777588s
Received healthy response to inference request in 1.8979322910308838s
Received healthy response to inference request in 1.7511379718780518s
5 requests
0 failed requests
5th percentile: 1.7804968357086182
10th percentile: 1.8098556995391846
20th percentile: 1.8685734272003174
30th percentile: 1.9290907859802247
40th percentile: 1.9914077758789062
50th percentile: 2.053724765777588
60th percentile: 2.0909731864929197
70th percentile: 2.128221607208252
80th percentile: 2.1542074203491213
90th percentile: 2.1689306259155274
95th percentile: 2.1762922286987303
99th percentile: 2.182181510925293
mean time: 2.006658935546875
Pipeline stage StressChecker completed in 11.38s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_38296_v1 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 2531.15s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_38296_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_38296_v1 status is now torndown due to DeploymentManager action