developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_56971_v5
model_name: chaiml-mn24b-v2preferwi_56971_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:55:23+00:00
num_battles: 5464
num_wins: 2880
celo_rating: 1268.08
family_friendly_score: 0.5892
family_friendly_standard_error: 0.006957634080634019
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8
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': 0.5456251974890132, 'latency_mean': 1.8326524031162261, 'latency_p50': 1.8362962007522583, 'latency_p90': 2.028077745437622}, {'batch_size': 3, 'throughput': 1.111697124692871, 'latency_mean': 2.684499303102493, 'latency_p50': 2.694245457649231, 'latency_p90': 2.974239873886108}, {'batch_size': 5, 'throughput': 1.4269559037943524, 'latency_mean': 3.4890360331535337, 'latency_p50': 3.4894427061080933, 'latency_p90': 3.9589181900024415}, {'batch_size': 6, 'throughput': 1.5433474747229625, 'latency_mean': 3.8746943056583403, 'latency_p50': 3.883965015411377, 'latency_p90': 4.386822056770325}, {'batch_size': 8, 'throughput': 1.7176371549293006, 'latency_mean': 4.63493196606636, 'latency_p50': 4.611546039581299, 'latency_p90': 5.417901420593261}, {'batch_size': 10, 'throughput': 1.790156637446697, 'latency_mean': 5.560635081529617, 'latency_p50': 5.557632803916931, 'latency_p90': 6.459681749343872}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_56971_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-17
win_ratio: 0.527086383601757
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-56971-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-56971-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: Downloaded to shared memory in 63.818s
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7nzon8sc, device:0
chaiml-mn24b-v2preferwi-56971-v5-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-56971-v5-mkmlizer: quantized model in 288.829s
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8 in 352.647s
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v5/nvidia
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-56971-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-56971-v5-mkmlizer completed after 409.83s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-56971-v5-mkmlizer
Pipeline stage MKMLizer completed in 410.39s
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-56971-v5
Waiting for inference service chaiml-mn24b-v2preferwi-56971-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-56971-v5 ready after 40.21270680427551s
Pipeline stage MKMLDeployer completed in 40.79s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.00873064994812s
Received healthy response to inference request in 1.6857852935791016s
Received healthy response to inference request in 2.3677961826324463s
Received healthy response to inference request in 2.1888129711151123s
Received healthy response to inference request in 2.045515298843384s
5 requests
0 failed requests
5th percentile: 1.7503743648529053
10th percentile: 1.814963436126709
20th percentile: 1.9441415786743164
30th percentile: 2.0160875797271727
40th percentile: 2.0308014392852782
50th percentile: 2.045515298843384
60th percentile: 2.102834367752075
70th percentile: 2.1601534366607664
80th percentile: 2.224609613418579
90th percentile: 2.2962028980255127
95th percentile: 2.3319995403289795
99th percentile: 2.360636854171753
mean time: 2.059328079223633
Pipeline stage StressChecker completed in 12.50s
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 0.69s
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 2.18s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_56971_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 3154.42s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_56971_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_56971_v5 status is now torndown due to DeploymentManager action