developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51234_v5
model_name: chaiml-mn24b-v2preferwi_51234_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:17:31+00:00
num_battles: 5793
num_wins: 2942
celo_rating: 1262.22
family_friendly_score: 0.5700000000000001
family_friendly_standard_error: 0.007001428425685719
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2
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': 0.5506338859860858, 'latency_mean': 1.815961117744446, 'latency_p50': 1.8007689714431763, 'latency_p90': 2.016320061683655}, {'batch_size': 3, 'throughput': 1.106776581142325, 'latency_mean': 2.7022104704380037, 'latency_p50': 2.6942520141601562, 'latency_p90': 2.948558044433594}, {'batch_size': 5, 'throughput': 1.4145150142879015, 'latency_mean': 3.511938705444336, 'latency_p50': 3.5007028579711914, 'latency_p90': 3.9634766817092895}, {'batch_size': 6, 'throughput': 1.5255394724869358, 'latency_mean': 3.9123832666873932, 'latency_p50': 3.8889704942703247, 'latency_p90': 4.461287212371826}, {'batch_size': 8, 'throughput': 1.6590699736786503, 'latency_mean': 4.78991303563118, 'latency_p50': 4.795637488365173, 'latency_p90': 5.414979100227356}, {'batch_size': 10, 'throughput': 1.7529981304965454, 'latency_mean': 5.654689131975174, 'latency_p50': 5.633896589279175, 'latency_p90': 6.522863340377808}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51234_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-19
win_ratio: 0.5078543069221474
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': '\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-51234-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51234-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: Downloaded to shared memory in 54.646s
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpj2wlc1pe, device:0
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: quantized model in 287.797s
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2 in 342.444s
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v5/nvidia
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51234-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-51234-v5-mkmlizer completed after 429.74s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51234-v5-mkmlizer
Pipeline stage MKMLizer completed in 430.23s
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-51234-v5
Waiting for inference service chaiml-mn24b-v2preferwi-51234-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-51234-v5 ready after 70.36410522460938s
Pipeline stage MKMLDeployer completed in 70.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4294679164886475s
Received healthy response to inference request in 1.8516061305999756s
Received healthy response to inference request in 1.327094554901123s
Received healthy response to inference request in 2.5063388347625732s
Received healthy response to inference request in 1.7737066745758057s
5 requests
0 failed requests
5th percentile: 1.347569227218628
10th percentile: 1.3680438995361328
20th percentile: 1.4089932441711426
30th percentile: 1.4983156681060792
40th percentile: 1.6360111713409424
50th percentile: 1.7737066745758057
60th percentile: 1.8048664569854735
70th percentile: 1.8360262393951416
80th percentile: 1.9825526714324953
90th percentile: 2.2444457530975344
95th percentile: 2.375392293930054
99th percentile: 2.4801495265960694
mean time: 1.777642822265625
Pipeline stage StressChecker completed in 10.10s
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 0.98s
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 0.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51234_v5 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 3074.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51234_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51234_v5 status is now torndown due to DeploymentManager action