developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_45233_v2
model_name: chaiml-mn24b-v2preferwi_45233_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:11:56+00:00
num_battles: 5697
num_wins: 2870
celo_rating: 1256.12
family_friendly_score: 0.585
family_friendly_standard_error: 0.00696814178960216
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_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': 0.5443467108794707, 'latency_mean': 1.8369565844535827, 'latency_p50': 1.8390637636184692, 'latency_p90': 2.0447600841522218}, {'batch_size': 3, 'throughput': 1.119230324214909, 'latency_mean': 2.6757561218738557, 'latency_p50': 2.682826519012451, 'latency_p90': 2.978291392326355}, {'batch_size': 5, 'throughput': 1.4319152946728602, 'latency_mean': 3.4659966158866884, 'latency_p50': 3.444805383682251, 'latency_p90': 3.9511392593383787}, {'batch_size': 6, 'throughput': 1.5327465891336798, 'latency_mean': 3.8898259913921356, 'latency_p50': 3.884504556655884, 'latency_p90': 4.3772422790527346}, {'batch_size': 8, 'throughput': 1.7205999557270932, 'latency_mean': 4.611291596889496, 'latency_p50': 4.608284950256348, 'latency_p90': 5.215154647827148}, {'batch_size': 10, 'throughput': 1.794390321431566, 'latency_mean': 5.530611387491226, 'latency_p50': 5.5757551193237305, 'latency_p90': 6.1859722375869755}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_45233_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-16
win_ratio: 0.5037739160961909
generation_params: {'temperature': 0.65, '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-45233-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-45233-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-45233-v2-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', '')
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-45233-v2-mkmlizer: Downloaded to shared memory in 95.718s
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvnt9vb_5, device:0
chaiml-mn24b-v2preferwi-45233-v2-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-v2preferwi-45233-v2-mkmlizer: quantized model in 287.741s
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune2 in 383.459s
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v2/nvidia
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-45233-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-45233-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-45233-v2-mkmlizer completed after 472.6s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-45233-v2-mkmlizer
Pipeline stage MKMLizer completed in 473.11s
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-45233-v2
Waiting for inference service chaiml-mn24b-v2preferwi-45233-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-45233-v2 ready after 50.26606059074402s
Pipeline stage MKMLDeployer completed in 50.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4286816120147705s
Received healthy response to inference request in 1.9108941555023193s
Received healthy response to inference request in 1.6330037117004395s
Received healthy response to inference request in 1.343459129333496s
Received healthy response to inference request in 2.0981109142303467s
5 requests
0 failed requests
5th percentile: 1.4013680458068847
10th percentile: 1.4592769622802735
20th percentile: 1.5750947952270509
30th percentile: 1.6885818004608155
40th percentile: 1.7997379779815674
50th percentile: 1.9108941555023193
60th percentile: 1.9857808589935302
70th percentile: 2.060667562484741
80th percentile: 2.1642250537872316
90th percentile: 2.296453332901001
95th percentile: 2.3625674724578856
99th percentile: 2.4154587841033934
mean time: 1.8828299045562744
Pipeline stage StressChecker completed in 11.02s
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 1.16s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_45233_v2 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-45233-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-45233-v2-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 2981.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_45233_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_45233_v2 status is now torndown due to DeploymentManager action