developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_18239_v5
model_name: chaiml-mn24b-v2preferwi_18239_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T19:59:06+00:00
num_battles: 5480
num_wins: 2761
celo_rating: 1254.86
family_friendly_score: 0.5768
family_friendly_standard_error: 0.006987156216945489
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3
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': 0.5513562804058788, 'latency_mean': 1.8135866618156433, 'latency_p50': 1.8002965450286865, 'latency_p90': 2.010359764099121}, {'batch_size': 3, 'throughput': 1.1249322637165116, 'latency_mean': 2.66069501042366, 'latency_p50': 2.6484256982803345, 'latency_p90': 2.916622257232666}, {'batch_size': 5, 'throughput': 1.4301354911861348, 'latency_mean': 3.4778836476802826, 'latency_p50': 3.4821269512176514, 'latency_p90': 3.8808791875839233}, {'batch_size': 6, 'throughput': 1.529872433242769, 'latency_mean': 3.8991758120059967, 'latency_p50': 3.8885923624038696, 'latency_p90': 4.447666049003601}, {'batch_size': 8, 'throughput': 1.6761213767514307, 'latency_mean': 4.729102133512497, 'latency_p50': 4.754224538803101, 'latency_p90': 5.324467778205872}, {'batch_size': 10, 'throughput': 1.7450297497478784, 'latency_mean': 5.668393640518189, 'latency_p50': 5.754872560501099, 'latency_p90': 6.485969185829163}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_18239_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-18
win_ratio: 0.5038321167883212
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-18239-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-18239-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: Downloaded to shared memory in 58.871s
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpl777dbsn, device:0
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: quantized model in 287.079s
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3 in 345.950s
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v5/nvidia
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-18239-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-18239-v5-mkmlizer completed after 419.41s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-18239-v5-mkmlizer
Pipeline stage MKMLizer completed in 419.87s
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-18239-v5
Waiting for inference service chaiml-mn24b-v2preferwi-18239-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-18239-v5 ready after 50.266499042510986s
Pipeline stage MKMLDeployer completed in 50.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.450772523880005s
Received healthy response to inference request in 1.7753829956054688s
Received healthy response to inference request in 2.138782262802124s
Received healthy response to inference request in 2.144587516784668s
Received healthy response to inference request in 1.9140408039093018s
5 requests
0 failed requests
5th percentile: 1.8031145572662353
10th percentile: 1.830846118927002
20th percentile: 1.8863092422485352
30th percentile: 1.9589890956878662
40th percentile: 2.048885679244995
50th percentile: 2.138782262802124
60th percentile: 2.1411043643951415
70th percentile: 2.143426465988159
80th percentile: 2.2058245182037353
90th percentile: 2.3282985210418703
95th percentile: 2.3895355224609376
99th percentile: 2.4385251235961913
mean time: 2.0847132205963135
Pipeline stage StressChecker completed in 12.43s
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 0.66s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18239_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 2916.28s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18239_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_18239_v5 status is now torndown due to DeploymentManager action