developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_48125_v2
model_name: chaiml-mn24b-v2preferwi_48125_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T00:53:18+00:00
num_battles: 5704
num_wins: 3061
celo_rating: 1287.36
family_friendly_score: 0.5402
family_friendly_standard_error: 0.0070481765017627075
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_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': 0.5419175664190758, 'latency_mean': 1.8451759731769561, 'latency_p50': 1.8640251159667969, 'latency_p90': 2.0277063846588135}, {'batch_size': 3, 'throughput': 1.109123460060376, 'latency_mean': 2.695136500597, 'latency_p50': 2.6807414293289185, 'latency_p90': 3.014614200592041}, {'batch_size': 5, 'throughput': 1.4270992188263056, 'latency_mean': 3.4773027980327607, 'latency_p50': 3.4901965856552124, 'latency_p90': 3.9511204242706297}, {'batch_size': 6, 'throughput': 1.531372465148654, 'latency_mean': 3.8924313092231753, 'latency_p50': 3.888687014579773, 'latency_p90': 4.506687808036804}, {'batch_size': 8, 'throughput': 1.6916797715963854, 'latency_mean': 4.695035531520843, 'latency_p50': 4.712106823921204, 'latency_p90': 5.476655864715576}, {'batch_size': 10, 'throughput': 1.7718961847425199, 'latency_mean': 5.587934718132019, 'latency_p50': 5.602875709533691, 'latency_p90': 6.3020244359970095}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_48125_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-29
win_ratio: 0.5366409537166901
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-48125-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-48125-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: Downloaded to shared memory in 59.357s
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppwd9zxjy, device:0
chaiml-mn24b-v2preferwi-48125-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 chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: quantized model in 285.601s
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5 in 344.958s
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v2/nvidia
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-48125-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-48125-v2-mkmlizer completed after 449.76s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-48125-v2-mkmlizer
Pipeline stage MKMLizer completed in 450.27s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-48125-v2
Waiting for inference service chaiml-mn24b-v2preferwi-48125-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-48125-v2 ready after 30.9737286567688s
Pipeline stage MKMLDeployer completed in 32.01s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6006999015808105s
Received healthy response to inference request in 3.4740548133850098s
Received healthy response to inference request in 2.1036319732666016s
Received healthy response to inference request in 2.181236505508423s
Received healthy response to inference request in 2.5502114295959473s
5 requests
0 failed requests
5th percentile: 2.119152879714966
10th percentile: 2.1346737861633303
20th percentile: 2.1657155990600585
30th percentile: 2.2550314903259276
40th percentile: 2.4026214599609377
50th percentile: 2.5502114295959473
60th percentile: 2.5704068183898925
70th percentile: 2.5906022071838377
80th percentile: 2.7753708839416507
90th percentile: 3.12471284866333
95th percentile: 3.2993838310241697
99th percentile: 3.4391206169128417
mean time: 2.581966924667358
Pipeline stage StressChecker completed in 15.41s
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 1.22s
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 1.46s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48125_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-48125-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-48125-v2-profiler to be ready
Inference service chaiml-mn24b-v2preferwi-48125-v2-profiler ready after 60.43855667114258s
Pipeline stage MKMLProfilerDeployer completed in 61.14s
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-v2prefe385f1ac05f90fb6dba6764ae8131a8b5-deplo2lgj7:/code/chaiverse_profiler_1759194253 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefe385f1ac05f90fb6dba6764ae8131a8b5-deplo2lgj7 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1759194253 && 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_1759194253/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 4624.49s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48125_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_48125_v2 status is now torndown due to DeploymentManager action