developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_36559_v3
model_name: chaiml-mn24b-v2preferwi_36559_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T03:26:11+00:00
num_battles: 5954
num_wins: 3089
celo_rating: 1273.22
family_friendly_score: 0.5552
family_friendly_standard_error: 0.007027844050631744
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune4
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': 0.5474027017520537, 'latency_mean': 1.8267126286029816, 'latency_p50': 1.8309847116470337, 'latency_p90': 2.0334169387817385}, {'batch_size': 3, 'throughput': 1.1291421376701611, 'latency_mean': 2.6529103398323057, 'latency_p50': 2.6333202123641968, 'latency_p90': 2.9591252326965334}, {'batch_size': 5, 'throughput': 1.4419789949348263, 'latency_mean': 3.456331057548523, 'latency_p50': 3.460087776184082, 'latency_p90': 3.8918561458587644}, {'batch_size': 6, 'throughput': 1.5391551355688866, 'latency_mean': 3.871306246519089, 'latency_p50': 3.878499150276184, 'latency_p90': 4.318196105957031}, {'batch_size': 8, 'throughput': 1.7031409964027207, 'latency_mean': 4.667108072042465, 'latency_p50': 4.6865153312683105, 'latency_p90': 5.397105193138122}, {'batch_size': 10, 'throughput': 1.7922695815643352, 'latency_mean': 5.53555988907814, 'latency_p50': 5.552754521369934, 'latency_p90': 6.454783463478089}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_36559_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-16
win_ratio: 0.5188108834397044
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-v2preferwi-36559-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-36559-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: Downloaded to shared memory in 48.017s
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_fsm564v, device:0
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: quantized model in 287.714s
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune4 in 335.731s
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-36559-v3/nvidia
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-36559-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-36559-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-36559-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-36559-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-36559-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-36559-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-36559-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-36559-v3-mkmlizer completed after 449.21s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-36559-v3-mkmlizer
Pipeline stage MKMLizer completed in 449.71s
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-36559-v3
Waiting for inference service chaiml-mn24b-v2preferwi-36559-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-36559-v3 ready after 40.21120500564575s
Pipeline stage MKMLDeployer completed in 40.67s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 1.8699238300323486s
Received healthy response to inference request in 1.1885056495666504s
Received healthy response to inference request in 1.7501401901245117s
Received healthy response to inference request in 1.7184782028198242s
5 requests
1 failed requests
5th percentile: 1.2945001602172852
10th percentile: 1.40049467086792
20th percentile: 1.6124836921691894
30th percentile: 1.7248106002807617
40th percentile: 1.7374753952026367
50th percentile: 1.7501401901245117
60th percentile: 1.7980536460876464
70th percentile: 1.8459671020507813
80th percentile: 5.529986429214481
90th percentile: 12.850111627578737
95th percentile: 16.51017422676086
99th percentile: 19.438224306106566
mean time: 5.339456939697266
%s, retrying in %s seconds...
Received healthy response to inference request in 1.678102970123291s
Received healthy response to inference request in 1.7084758281707764s
Received healthy response to inference request in 1.6026499271392822s
Received healthy response to inference request in 1.4983069896697998s
Received healthy response to inference request in 1.8125998973846436s
5 requests
0 failed requests
5th percentile: 1.5191755771636963
10th percentile: 1.5400441646575929
20th percentile: 1.5817813396453857
30th percentile: 1.617740535736084
40th percentile: 1.6479217529296875
50th percentile: 1.678102970123291
60th percentile: 1.6902521133422852
70th percentile: 1.7024012565612794
80th percentile: 1.7293006420135497
90th percentile: 1.7709502696990966
95th percentile: 1.7917750835418702
99th percentile: 1.8084349346160888
mean time: 1.6600271224975587
Pipeline stage StressChecker completed in 37.72s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_36559_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 0.10s
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-36559-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-36559-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2700.18s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_36559_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_36559_v3 status is now torndown due to DeploymentManager action