developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47015_v1
model_name: chaiml-mn24b-v2preferwi_47015_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T06:03:58+00:00
num_battles: 5513
num_wins: 2759
celo_rating: 1282.14
family_friendly_score: 0.5326
family_friendly_standard_error: 0.0070560221088089
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_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': 0.5411839702147325, 'latency_mean': 1.847670773267746, 'latency_p50': 1.8621467351913452, 'latency_p90': 2.0492841243743896}, {'batch_size': 3, 'throughput': 1.1052410001025699, 'latency_mean': 2.711763356924057, 'latency_p50': 2.6957666873931885, 'latency_p90': 3.0359956502914427}, {'batch_size': 5, 'throughput': 1.3937582224300458, 'latency_mean': 3.5682348763942717, 'latency_p50': 3.579823851585388, 'latency_p90': 3.975273060798645}, {'batch_size': 6, 'throughput': 1.5219014492228595, 'latency_mean': 3.931156575679779, 'latency_p50': 3.8969143629074097, 'latency_p90': 4.397460007667541}, {'batch_size': 8, 'throughput': 1.6663116608744717, 'latency_mean': 4.779538526535034, 'latency_p50': 4.805174827575684, 'latency_p90': 5.495820116996765}, {'batch_size': 10, 'throughput': 1.7190368455951925, 'latency_mean': 5.757821612358093, 'latency_p50': 5.749655723571777, 'latency_p90': 6.5037174940109255}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47015_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-24
win_ratio: 0.500453473607836
generation_params: {'temperature': 0.6, '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-47015-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47015-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: Downloaded to shared memory in 60.467s
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxzegfz7f, device:0
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: quantized model in 284.654s
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2 in 345.121s
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v1/nvidia
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47015-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-47015-v1-mkmlizer completed after 418.24s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47015-v1-mkmlizer
Pipeline stage MKMLizer completed in 419.08s
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-47015-v1
Waiting for inference service chaiml-mn24b-v2preferwi-47015-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-47015-v1 ready after 60.629215240478516s
Pipeline stage MKMLDeployer completed in 61.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9859647750854492s
Received healthy response to inference request in 1.6725423336029053s
Received healthy response to inference request in 1.7977566719055176s
Received healthy response to inference request in 1.6420214176177979s
Received healthy response to inference request in 1.716573715209961s
5 requests
0 failed requests
5th percentile: 1.6481256008148193
10th percentile: 1.6542297840118407
20th percentile: 1.6664381504058838
30th percentile: 1.6813486099243165
40th percentile: 1.6989611625671386
50th percentile: 1.716573715209961
60th percentile: 1.7490468978881837
70th percentile: 1.7815200805664062
80th percentile: 1.835398292541504
90th percentile: 1.9106815338134766
95th percentile: 1.9483231544494628
99th percentile: 1.978436450958252
mean time: 1.762971782684326
Pipeline stage StressChecker completed in 10.47s
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 0.62s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47015_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 2810.19s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47015_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47015_v1 status is now torndown due to DeploymentManager action