developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76008_v5
model_name: chaiml-mn24b-v2preferwi_76008_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:50:26+00:00
num_battles: 6182
num_wins: 3180
celo_rating: 1263.67
family_friendly_score: 0.5648
family_friendly_standard_error: 0.007011432949119602
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
display_name: chaiml-mn24b-v2preferwi_76008_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7
model_size: 24B
ranking_group: single
us_pacific_date: 2025-09-17
win_ratio: 0.5143966353930767
generation_params: {'temperature': 0.8, '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-76008-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76008-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: Downloaded to shared memory in 52.727s
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8rcwl0d5, device:0
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
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-76008-v5-mkmlizer: quantized model in 288.944s
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7 in 341.671s
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v5/nvidia
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v5/nvidia/tokenizer.json
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-76008-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76008-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76008-v5-mkmlizer completed after 430.34s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76008-v5-mkmlizer
Pipeline stage MKMLizer completed in 430.88s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-76008-v5
Waiting for inference service chaiml-mn24b-v2preferwi-76008-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-76008-v5 ready after 40.39997315406799s
Pipeline stage MKMLDeployer completed in 41.14s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.608456611633301s
Received healthy response to inference request in 1.7939932346343994s
Received healthy response to inference request in 1.6585147380828857s
Received healthy response to inference request in 1.9268379211425781s
Received healthy response to inference request in 1.6473970413208008s
5 requests
0 failed requests
5th percentile: 1.6496205806732178
10th percentile: 1.6518441200256349
20th percentile: 1.6562911987304687
30th percentile: 1.6856104373931884
40th percentile: 1.739801836013794
50th percentile: 1.7939932346343994
60th percentile: 1.847131109237671
70th percentile: 1.9002689838409423
80th percentile: 2.063161659240723
90th percentile: 2.3358091354370116
95th percentile: 2.472132873535156
99th percentile: 2.5811918640136717
mean time: 1.927039909362793
Pipeline stage StressChecker completed in 10.99s
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 0.78s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76008_v5 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-76008-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-76008-v5-profiler to be ready
Inference service chaiml-mn24b-v2preferwi-76008-v5-profiler ready after 60.568981885910034s
Pipeline stage MKMLProfilerDeployer completed in 61.18s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-mn24b-v2prefe8a1cb6b1f9f4d9ffab62e3fc9bbaf30a-deploxkm4w:/code/chaiverse_profiler_1758121271 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefe8a1cb6b1f9f4d9ffab62e3fc9bbaf30a-deploxkm4w --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1758121271 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1758121271/summary.json'
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 3208.95s
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-mn24b-v2preferwi-76008-v5-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 0.80s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-76008-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-76008-v5-profiler to be ready
Inference service chaiml-mn24b-v2preferwi-76008-v5-profiler ready after 60.578527212142944s
Pipeline stage MKMLProfilerDeployer completed in 61.02s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-mn24b-v2prefe8a1cb6b1f9f4d9ffab62e3fc9bbaf30a-deplojbv8d:/code/chaiverse_profiler_1758125300 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefe8a1cb6b1f9f4d9ffab62e3fc9bbaf30a-deplojbv8d --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1758125300 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1758125300/summary.json'
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefe8a1cb6b1f9f4d9ffab62e3fc9bbaf30a-deplojbv8d --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1758125300/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1049.60s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-mn24b-v2preferwi-76008-v5-profiler is running
Tearing down inference service chaiml-mn24b-v2preferwi-76008-v5-profiler
Service chaiml-mn24b-v2preferwi-76008-v5-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76008_v5 status is now torndown due to DeploymentManager action