developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_4431_v1
model_name: chaiml-mn24b-v2preferwin_4431_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T04:21:16+00:00
num_battles: 6382
num_wins: 3339
celo_rating: 1271.87
family_friendly_score: 0.5868
family_friendly_standard_error: 0.006963702463488802
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune5
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': 0.5438081375462596, 'latency_mean': 1.8387819564342498, 'latency_p50': 1.830564022064209, 'latency_p90': 2.018280029296875}, {'batch_size': 3, 'throughput': 1.1227503232739153, 'latency_mean': 2.6641972851753235, 'latency_p50': 2.677647590637207, 'latency_p90': 2.931004452705383}, {'batch_size': 5, 'throughput': 1.4341892641104386, 'latency_mean': 3.460226581096649, 'latency_p50': 3.4799234867095947, 'latency_p90': 3.8205419063568113}, {'batch_size': 6, 'throughput': 1.5652168581483057, 'latency_mean': 3.8014983248710634, 'latency_p50': 3.8021130561828613, 'latency_p90': 4.3721486806869505}, {'batch_size': 8, 'throughput': 1.7147594507295028, 'latency_mean': 4.62761295080185, 'latency_p50': 4.590595841407776, 'latency_p90': 5.281814289093018}, {'batch_size': 10, 'throughput': 1.7953639426491883, 'latency_mean': 5.515340505838394, 'latency_p50': 5.514305472373962, 'latency_p90': 6.501590156555176}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_4431_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-16
win_ratio: 0.5231902225007835
generation_params: {'temperature': 0.6, '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-4431-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-4431-v1-mkmlizer to finish
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: Downloaded to shared memory in 71.313s
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0f5ihvjl, device:0
chaiml-mn24b-v2preferwin-4431-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-v2preferwin-4431-v1-mkmlizer: quantized model in 288.748s
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune5 in 360.061s
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v1/nvidia
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v1/nvidia/config.json
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4431-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwin-4431-v1-mkmlizer: 
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Job chaiml-mn24b-v2preferwin-4431-v1-mkmlizer completed after 489.1s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-4431-v1-mkmlizer
Pipeline stage MKMLizer completed in 489.63s
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-v2preferwin-4431-v1
Waiting for inference service chaiml-mn24b-v2preferwin-4431-v1 to be ready
Inference service chaiml-mn24b-v2preferwin-4431-v1 ready after 40.342092514038086s
Pipeline stage MKMLDeployer completed in 41.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.002988576889038s
Received healthy response to inference request in 1.6915462017059326s
Received healthy response to inference request in 1.657282829284668s
Received healthy response to inference request in 1.8687238693237305s
Received healthy response to inference request in 1.8279964923858643s
5 requests
0 failed requests
5th percentile: 1.664135503768921
10th percentile: 1.670988178253174
20th percentile: 1.6846935272216796
30th percentile: 1.718836259841919
40th percentile: 1.7734163761138917
50th percentile: 1.8279964923858643
60th percentile: 1.8442874431610108
70th percentile: 1.8605783939361573
80th percentile: 1.895576810836792
90th percentile: 1.949282693862915
95th percentile: 1.9761356353759765
99th percentile: 1.9976179885864258
mean time: 1.8097075939178466
Pipeline stage StressChecker completed in 10.75s
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 0.71s
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 0.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4431_v1 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 0.09s
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-4431-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-4431-v1-profiler to be ready
Inference service chaiml-mn24b-v2preferwin-4431-v1-profiler ready after 60.5288507938385s
Pipeline stage MKMLProfilerDeployer completed in 61.21s
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-v2prefe805ac1c55680a7c195b19b5dbbc51981-deploz9tjt:/code/chaiverse_profiler_1758083569 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefe805ac1c55680a7c195b19b5dbbc51981-deploz9tjt --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1758083569 && 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_1758083569/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 2692.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4431_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_4431_v1 status is now torndown due to DeploymentManager action