developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_66514_v2
model_name: chaiml-mn24b-v2preferwi_66514_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T20:15:23+00:00
num_battles: 6033
num_wins: 3266
celo_rating: 1273.85
family_friendly_score: 0.5571999999999999
family_friendly_standard_error: 0.007024644617345421
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune13
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': 0.5487200633003845, 'latency_mean': 1.822326670885086, 'latency_p50': 1.8109779357910156, 'latency_p90': 2.033875584602356}, {'batch_size': 3, 'throughput': 1.116314695761805, 'latency_mean': 2.677999941110611, 'latency_p50': 2.66386878490448, 'latency_p90': 2.957423520088196}, {'batch_size': 5, 'throughput': 1.431439844046206, 'latency_mean': 3.4652567255496978, 'latency_p50': 3.460346221923828, 'latency_p90': 3.939139246940613}, {'batch_size': 6, 'throughput': 1.5320980966302842, 'latency_mean': 3.8973926663398744, 'latency_p50': 3.9269133806228638, 'latency_p90': 4.4173905611038204}, {'batch_size': 8, 'throughput': 1.6830753110877923, 'latency_mean': 4.709592274427414, 'latency_p50': 4.744814872741699, 'latency_p90': 5.348217248916626}, {'batch_size': 10, 'throughput': 1.7630627660254805, 'latency_mean': 5.62129361987114, 'latency_p50': 5.613606572151184, 'latency_p90': 6.4234140634536745}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_66514_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune13
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-12
win_ratio: 0.5413558760152495
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': '{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-66514-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-66514-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: Downloaded to shared memory in 95.499s
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune13 already exists in ChaiML
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprgl0ddz9, device:0
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: quantized model in 286.861s
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune13 in 382.360s
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v2/nvidia
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-66514-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-66514-v2-mkmlizer completed after 501.3s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-66514-v2-mkmlizer
Pipeline stage MKMLizer completed in 501.94s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.33s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-66514-v2
Waiting for inference service chaiml-mn24b-v2preferwi-66514-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-66514-v2 ready after 60.34096169471741s
Pipeline stage MKMLDeployer completed in 60.98s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.261246919631958s
Received healthy response to inference request in 1.7128891944885254s
Received healthy response to inference request in 1.9109835624694824s
Received healthy response to inference request in 1.8075709342956543s
Received healthy response to inference request in 1.6849069595336914s
5 requests
0 failed requests
5th percentile: 1.6905034065246582
10th percentile: 1.696099853515625
20th percentile: 1.7072927474975585
30th percentile: 1.7318255424499511
40th percentile: 1.7696982383728028
50th percentile: 1.8075709342956543
60th percentile: 1.8489359855651855
70th percentile: 1.8903010368347168
80th percentile: 1.9810362339019776
90th percentile: 2.1211415767669677
95th percentile: 2.1911942481994626
99th percentile: 2.247236385345459
mean time: 1.8755195140838623
Pipeline stage StressChecker completed in 10.82s
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 0.86s
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_66514_v2 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 2680.47s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66514_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_66514_v2 status is now torndown due to DeploymentManager action