developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25797_v3
model_name: chaiml-mn24b-v2preferwi_25797_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:24:18+00:00
num_battles: 5661
num_wins: 2865
celo_rating: 1267.74
family_friendly_score: 0.5562
family_friendly_standard_error: 0.007026258748437891
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2
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': 0.5495458297541634, 'latency_mean': 1.8195636296272277, 'latency_p50': 1.8319873809814453, 'latency_p90': 2.018390393257141}, {'batch_size': 3, 'throughput': 1.1175897113856166, 'latency_mean': 2.6715975415706636, 'latency_p50': 2.675065040588379, 'latency_p90': 2.942967915534973}, {'batch_size': 5, 'throughput': 1.4546191922830867, 'latency_mean': 3.430764924287796, 'latency_p50': 3.3772252798080444, 'latency_p90': 3.9053236722946165}, {'batch_size': 6, 'throughput': 1.5640926349769861, 'latency_mean': 3.8173877036571504, 'latency_p50': 3.795905590057373, 'latency_p90': 4.291279697418213}, {'batch_size': 8, 'throughput': 1.7254489039440102, 'latency_mean': 4.596265411376953, 'latency_p50': 4.5878541469573975, 'latency_p90': 5.2095253467559814}, {'batch_size': 10, 'throughput': 1.792509740034047, 'latency_mean': 5.517280093431473, 'latency_p50': 5.463695168495178, 'latency_p90': 6.38824200630188}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25797_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-23
win_ratio: 0.5060943296237413
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-v2preferwi-25797-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25797-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: Downloaded to shared memory in 43.788s
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkprkvdtn, device:0
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: quantized model in 287.719s
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2 in 331.507s
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v3/nvidia
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v3/nvidia/flywheel_model.1.safetensors
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-25797-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-25797-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-25797-v3-mkmlizer completed after 462.43s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25797-v3-mkmlizer
Pipeline stage MKMLizer completed in 462.97s
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-25797-v3
Waiting for inference service chaiml-mn24b-v2preferwi-25797-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-25797-v3 ready after 60.29455375671387s
Pipeline stage MKMLDeployer completed in 60.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.405367612838745s
Received healthy response to inference request in 1.800110101699829s
Received healthy response to inference request in 1.683150291442871s
Received healthy response to inference request in 1.9456677436828613s
Received healthy response to inference request in 1.6251685619354248s
5 requests
0 failed requests
5th percentile: 1.636764907836914
10th percentile: 1.6483612537384034
20th percentile: 1.671553945541382
30th percentile: 1.7065422534942627
40th percentile: 1.753326177597046
50th percentile: 1.800110101699829
60th percentile: 1.858333158493042
70th percentile: 1.9165562152862547
80th percentile: 2.0376077175140384
90th percentile: 2.2214876651763915
95th percentile: 2.313427639007568
99th percentile: 2.38697961807251
mean time: 1.8918928623199462
Pipeline stage StressChecker completed in 10.96s
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 0.96s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25797_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-25797-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-25797-v3-profiler to be ready
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 2917.29s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25797_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25797_v3 status is now torndown due to DeploymentManager action