chaiml-mn24b-v2preferwi_89433

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_89433_v3
model_name: chaiml-mn24b-v2preferwi_89433_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:32:39+00:00
num_battles: 5686
num_wins: 2957
celo_rating: 1284.98
family_friendly_score: 0.528
family_friendly_standard_error: 0.007059971671331267
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_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': 0.5512917149967346, 'latency_mean': 1.8138236439228057, 'latency_p50': 1.8240519762039185, 'latency_p90': 2.025216007232666}, {'batch_size': 3, 'throughput': 1.1261684138860415, 'latency_mean': 2.656904882192612, 'latency_p50': 2.6502163410186768, 'latency_p90': 2.935325503349304}, {'batch_size': 5, 'throughput': 1.435159134669772, 'latency_mean': 3.4679265201091765, 'latency_p50': 3.476065158843994, 'latency_p90': 3.906384229660034}, {'batch_size': 6, 'throughput': 1.550949703970805, 'latency_mean': 3.851684876680374, 'latency_p50': 3.853011965751648, 'latency_p90': 4.287787675857544}, {'batch_size': 8, 'throughput': 1.71698849502956, 'latency_mean': 4.638185445070267, 'latency_p50': 4.634929776191711, 'latency_p90': 5.287639594078064}, {'batch_size': 10, 'throughput': 1.7951171144814357, 'latency_mean': 5.532156105041504, 'latency_p50': 5.537539124488831, 'latency_p90': 6.471026921272278}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_89433_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-24
win_ratio: 0.5200492437565951
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-89433-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-89433-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: Downloaded to shared memory in 126.420s
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1_m3e4_t, device:0
chaiml-mn24b-v2preferwi-89433-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', '')
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: quantized model in 284.931s
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3 in 411.351s
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v3/nvidia
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-89433-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-89433-v3-mkmlizer completed after 531.03s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-89433-v3-mkmlizer
Pipeline stage MKMLizer completed in 531.58s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-89433-v3
Waiting for inference service chaiml-mn24b-v2preferwi-89433-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-89433-v3 ready after 61.153860569000244s
Pipeline stage MKMLDeployer completed in 61.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.586183786392212s
Received healthy response to inference request in 1.7982892990112305s
Received healthy response to inference request in 1.9408049583435059s
Received healthy response to inference request in 1.663313865661621s
Received healthy response to inference request in 2.028527021408081s
5 requests
0 failed requests
5th percentile: 1.6903089523315429
10th percentile: 1.7173040390014649
20th percentile: 1.7712942123413087
30th percentile: 1.8267924308776855
40th percentile: 1.8837986946105958
50th percentile: 1.9408049583435059
60th percentile: 1.975893783569336
70th percentile: 2.010982608795166
80th percentile: 2.1400583744049073
90th percentile: 2.3631210803985594
95th percentile: 2.4746524333953857
99th percentile: 2.563877515792847
mean time: 2.00342378616333
Pipeline stage StressChecker completed in 11.28s
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 0.64s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_89433_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-89433-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-89433-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 2838.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_89433_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_89433_v3 status is now torndown due to DeploymentManager action