developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_7607_v3
model_name: chaiml-mn24b-v2preferwin_7607_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-28T04:20:38+00:00
num_battles: 5891
num_wins: 2855
celo_rating: 1272.88
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3
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': 0.54911316024661, 'latency_mean': 1.8209968733787536, 'latency_p50': 1.8206390142440796, 'latency_p90': 2.021734380722046}, {'batch_size': 3, 'throughput': 1.1166892449712138, 'latency_mean': 2.6786201083660126, 'latency_p50': 2.661543369293213, 'latency_p90': 2.9916798830032345}, {'batch_size': 5, 'throughput': 1.4291834070087188, 'latency_mean': 3.4718341958522796, 'latency_p50': 3.487263560295105, 'latency_p90': 3.937017798423767}, {'batch_size': 6, 'throughput': 1.5437011949260129, 'latency_mean': 3.8671586084365845, 'latency_p50': 3.870960831642151, 'latency_p90': 4.332259249687195}, {'batch_size': 8, 'throughput': 1.6984791622402369, 'latency_mean': 4.674247224330902, 'latency_p50': 4.698239207267761, 'latency_p90': 5.295265126228332}, {'batch_size': 10, 'throughput': 1.7895496637104331, 'latency_mean': 5.537011841535568, 'latency_p50': 5.5269904136657715, 'latency_p90': 6.32657642364502}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_7607_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-27
win_ratio: 0.48463758275335256
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-7607-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-7607-v3-mkmlizer to finish
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: Downloaded to shared memory in 78.631s
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdmn_ybze, device:0
chaiml-mn24b-v2preferwin-7607-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', '')
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-7607-v3-mkmlizer: quantized model in 284.905s
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune3 in 363.536s
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v3/nvidia
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v3/nvidia/config.json
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-7607-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7607-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-7607-v3-mkmlizer completed after 478.77s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-7607-v3-mkmlizer
Pipeline stage MKMLizer completed in 479.21s
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-v2preferwin-7607-v3
Waiting for inference service chaiml-mn24b-v2preferwin-7607-v3 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwin-7607-v3 ready after 60.77942514419556s
Pipeline stage MKMLDeployer completed in 61.28s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.991788625717163s
Received healthy response to inference request in 1.9886786937713623s
Received healthy response to inference request in 1.6460208892822266s
Received healthy response to inference request in 1.8155772686004639s
Received healthy response to inference request in 1.83919095993042s
5 requests
0 failed requests
5th percentile: 1.679932165145874
10th percentile: 1.7138434410095216
20th percentile: 1.7816659927368164
30th percentile: 1.820300006866455
40th percentile: 1.8297454833984375
50th percentile: 1.83919095993042
60th percentile: 1.8989860534667968
70th percentile: 1.9587811470031737
80th percentile: 1.9893006801605224
90th percentile: 1.9905446529388429
95th percentile: 1.991166639328003
99th percentile: 1.991664228439331
mean time: 1.8562512874603272
Pipeline stage StressChecker completed in 10.80s
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 0.66s
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 1.20s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7607_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 0.12s
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-v2preferwin-7607-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-7607-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7607_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_7607_v3 status is now torndown due to DeploymentManager action