developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_34925_v1
model_name: chaiml-mn24b-v2preferwi_34925_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-11T22:52:12+00:00
num_battles: 5428
num_wins: 2861
celo_rating: 1276.52
family_friendly_score: 0.5708
family_friendly_standard_error: 0.006999819426242366
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune5
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': 0.5480476985541661, 'latency_mean': 1.824561299085617, 'latency_p50': 1.8247829675674438, 'latency_p90': 2.0350876331329344}, {'batch_size': 3, 'throughput': 1.115159411211813, 'latency_mean': 2.6716726756095888, 'latency_p50': 2.666520357131958, 'latency_p90': 2.9651394844055177}, {'batch_size': 5, 'throughput': 1.429788165203682, 'latency_mean': 3.482090940475464, 'latency_p50': 3.50761878490448, 'latency_p90': 3.9523184299468994}, {'batch_size': 6, 'throughput': 1.5398980765994534, 'latency_mean': 3.8756055426597595, 'latency_p50': 3.9123798608779907, 'latency_p90': 4.315871715545654}, {'batch_size': 8, 'throughput': 1.7033691820802452, 'latency_mean': 4.668365193605423, 'latency_p50': 4.654888272285461, 'latency_p90': 5.304209756851196}, {'batch_size': 10, 'throughput': 1.767707525859789, 'latency_mean': 5.59839875459671, 'latency_p50': 5.6060110330581665, 'latency_p90': 6.360399174690246}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_34925_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-11
win_ratio: 0.5270817980840088
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-34925-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-34925-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: Downloaded to shared memory in 54.728s
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqkpyl2u3, device:0
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: quantized model in 287.671s
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune5 in 342.400s
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34925-v1/nvidia
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34925-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34925-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34925-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34925-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-34925-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-34925-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-34925-v1-mkmlizer completed after 509.01s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-34925-v1-mkmlizer
Pipeline stage MKMLizer completed in 509.85s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-34925-v1
Waiting for inference service chaiml-mn24b-v2preferwi-34925-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-34925-v1 ready after 60.30282783508301s
Pipeline stage MKMLDeployer completed in 60.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1128029823303223s
Received healthy response to inference request in 1.7211825847625732s
Received healthy response to inference request in 1.6710212230682373s
Received healthy response to inference request in 2.0353593826293945s
Received healthy response to inference request in 1.6747264862060547s
5 requests
0 failed requests
5th percentile: 1.6717622756958008
10th percentile: 1.6725033283233643
20th percentile: 1.6739854335784912
30th percentile: 1.6840177059173584
40th percentile: 1.7026001453399657
50th percentile: 1.7211825847625732
60th percentile: 1.8468533039093018
70th percentile: 1.9725240230560301
80th percentile: 2.05084810256958
90th percentile: 2.081825542449951
95th percentile: 2.0973142623901366
99th percentile: 2.109705238342285
mean time: 1.8430185317993164
Pipeline stage StressChecker completed in 10.85s
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 0.72s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_34925_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 2803.94s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_34925_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_34925_v1 status is now torndown due to DeploymentManager action