developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_4431_v3
model_name: chaiml-mn24b-v2preferwin_4431_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T04:21:46+00:00
num_battles: 6370
num_wins: 3284
celo_rating: 1267.92
family_friendly_score: 0.575
family_friendly_standard_error: 0.006991065727054781
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_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': 0.5505907067141739, 'latency_mean': 1.8161002111434936, 'latency_p50': 1.7921289205551147, 'latency_p90': 2.0406254529953003}, {'batch_size': 3, 'throughput': 1.1040622259753756, 'latency_mean': 2.7090367341041564, 'latency_p50': 2.7075246572494507, 'latency_p90': 3.014340567588806}, {'batch_size': 5, 'throughput': 1.4177415575984194, 'latency_mean': 3.5027163898944855, 'latency_p50': 3.5107611417770386, 'latency_p90': 3.8780600547790525}, {'batch_size': 6, 'throughput': 1.5237476026305816, 'latency_mean': 3.9039154946804047, 'latency_p50': 3.9109277725219727, 'latency_p90': 4.460946536064148}, {'batch_size': 8, 'throughput': 1.6630903497723133, 'latency_mean': 4.786064447164535, 'latency_p50': 4.7843286991119385, 'latency_p90': 5.475927853584289}, {'batch_size': 10, 'throughput': 1.73691230599311, 'latency_mean': 5.701158088445664, 'latency_p50': 5.690407872200012, 'latency_p90': 6.417667436599731}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_4431_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-16
win_ratio: 0.515541601255887
generation_params: {'temperature': 0.7, '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-v2preferwin-4431-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-4431-v3-mkmlizer to finish
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-v2preferwin-4431-v3-mkmlizer: Downloaded to shared memory in 57.755s
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2a2zv3si, device:0
chaiml-mn24b-v2preferwin-4431-v3-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', '')
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-v2preferwin-4431-v3-mkmlizer: quantized model in 290.121s
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune5 in 347.876s
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v3/nvidia
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v3/nvidia/config.json
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-4431-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-4431-v3-mkmlizer completed after 468.57s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-4431-v3-mkmlizer
Pipeline stage MKMLizer completed in 469.04s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.54s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-4431-v3
Waiting for inference service chaiml-mn24b-v2preferwin-4431-v3 to be ready
Inference service chaiml-mn24b-v2preferwin-4431-v3 ready after 40.195499658584595s
Pipeline stage MKMLDeployer completed in 40.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.028615951538086s
Received healthy response to inference request in 1.5382108688354492s
Received healthy response to inference request in 1.7015726566314697s
Received healthy response to inference request in 1.660398244857788s
Received healthy response to inference request in 1.6540782451629639s
5 requests
0 failed requests
5th percentile: 1.561384344100952
10th percentile: 1.5845578193664551
20th percentile: 1.630904769897461
30th percentile: 1.6553422451019286
40th percentile: 1.6578702449798584
50th percentile: 1.660398244857788
60th percentile: 1.6768680095672608
70th percentile: 1.6933377742767335
80th percentile: 1.766981315612793
90th percentile: 1.8977986335754395
95th percentile: 1.9632072925567627
99th percentile: 2.0155342197418213
mean time: 1.7165751934051514
Pipeline stage StressChecker completed in 10.01s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4431_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
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 2742.31s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4431_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_4431_v3 status is now torndown due to DeploymentManager action