developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_23686_v1
model_name: chaiml-mn24b-v2preferwi_23686_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T12:23:03+00:00
num_battles: 5925
num_wins: 3094
celo_rating: 1267.32
family_friendly_score: 0.5756
family_friendly_standard_error: 0.00698977310075227
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune15
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': 0.5449263155133857, 'latency_mean': 1.8350137317180633, 'latency_p50': 1.8519928455352783, 'latency_p90': 2.0301034927368162}, {'batch_size': 3, 'throughput': 1.1143783830981553, 'latency_mean': 2.675085237026215, 'latency_p50': 2.6736046075820923, 'latency_p90': 2.9415086984634398}, {'batch_size': 5, 'throughput': 1.4449043972198967, 'latency_mean': 3.4418041634559633, 'latency_p50': 3.4090158939361572, 'latency_p90': 3.913679051399231}, {'batch_size': 6, 'throughput': 1.5515428293504918, 'latency_mean': 3.847538833618164, 'latency_p50': 3.8334449529647827, 'latency_p90': 4.370639753341675}, {'batch_size': 8, 'throughput': 1.6961501218122796, 'latency_mean': 4.682625050544739, 'latency_p50': 4.688276648521423, 'latency_p90': 5.362621808052063}, {'batch_size': 10, 'throughput': 1.7661220375184337, 'latency_mean': 5.621343179941177, 'latency_p50': 5.647049427032471, 'latency_p90': 6.493514537811279}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_23686_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune15
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-13
win_ratio: 0.5221940928270042
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-23686-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-23686-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: Downloaded to shared memory in 59.046s
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune15 already exists in ChaiML
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpag4cmezi, device:0
chaiml-mn24b-v2preferwi-23686-v1-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-23686-v1-mkmlizer: quantized model in 288.351s
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune15 in 347.398s
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v1/nvidia
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-23686-v1-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-23686-v1-mkmlizer completed after 383.38s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-23686-v1-mkmlizer
Pipeline stage MKMLizer completed in 384.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-23686-v1
Waiting for inference service chaiml-mn24b-v2preferwi-23686-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-23686-v1 ready after 60.31026911735535s
Pipeline stage MKMLDeployer completed in 60.97s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.28609299659729s
Received healthy response to inference request in 2.1728830337524414s
Received healthy response to inference request in 1.9358913898468018s
Received healthy response to inference request in 2.8029935359954834s
Received healthy response to inference request in 1.6895713806152344s
5 requests
0 failed requests
5th percentile: 1.738835382461548
10th percentile: 1.7880993843078614
20th percentile: 1.8866273880004882
30th percentile: 1.9832897186279297
40th percentile: 2.0780863761901855
50th percentile: 2.1728830337524414
60th percentile: 2.218167018890381
70th percentile: 2.2634510040283202
80th percentile: 2.3894731044769286
90th percentile: 2.5962333202362062
95th percentile: 2.699613428115845
99th percentile: 2.7823175144195558
mean time: 2.17748646736145
Pipeline stage StressChecker completed in 13.45s
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 0.81s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23686_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 2728.16s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23686_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_23686_v1 status is now torndown due to DeploymentManager action