chaiml-mn24b-v2preferwi_46148

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_46148_v5
model_name: chaiml-mn24b-v2preferwi_46148_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:03:45+00:00
num_battles: 5350
num_wins: 2776
celo_rating: 1263.13
family_friendly_score: 0.607
family_friendly_standard_error: 0.006907257053273753
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune1
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': 0.5472836551660355, 'latency_mean': 1.8271016800403594, 'latency_p50': 1.8479026556015015, 'latency_p90': 2.014549970626831}, {'batch_size': 3, 'throughput': 1.123441271085468, 'latency_mean': 2.664199510812759, 'latency_p50': 2.6672955751419067, 'latency_p90': 2.95085551738739}, {'batch_size': 5, 'throughput': 1.4468858135038993, 'latency_mean': 3.428540736436844, 'latency_p50': 3.3912768363952637, 'latency_p90': 3.93732750415802}, {'batch_size': 6, 'throughput': 1.558041085351566, 'latency_mean': 3.826401631832123, 'latency_p50': 3.841331124305725, 'latency_p90': 4.3192534923553465}, {'batch_size': 8, 'throughput': 1.7136192115360884, 'latency_mean': 4.62317432641983, 'latency_p50': 4.657084822654724, 'latency_p90': 5.18640022277832}, {'batch_size': 10, 'throughput': 1.8156956948864973, 'latency_mean': 5.453235783576965, 'latency_p50': 5.437943339347839, 'latency_p90': 6.2413033723831175}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_46148_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-16
win_ratio: 0.5188785046728972
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-46148-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-46148-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: Downloaded to shared memory in 68.028s
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpinfmn9y6, device:0
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: quantized model in 288.017s
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune1 in 356.045s
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v5/nvidia
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-46148-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46148-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-46148-v5-mkmlizer completed after 438.73s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-46148-v5-mkmlizer
Pipeline stage MKMLizer completed in 439.28s
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-46148-v5
Waiting for inference service chaiml-mn24b-v2preferwi-46148-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-46148-v5 ready after 60.42751622200012s
Pipeline stage MKMLDeployer completed in 61.05s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.258638620376587s
Received healthy response to inference request in 2.0515925884246826s
Received healthy response to inference request in 1.7142550945281982s
Received healthy response to inference request in 1.0779025554656982s
Received healthy response to inference request in 2.1896073818206787s
5 requests
0 failed requests
5th percentile: 1.2051730632781983
10th percentile: 1.3324435710906983
20th percentile: 1.5869845867156982
30th percentile: 1.7817225933074952
40th percentile: 1.9166575908660888
50th percentile: 2.0515925884246826
60th percentile: 2.106798505783081
70th percentile: 2.1620044231414797
80th percentile: 2.2034136295318603
90th percentile: 2.231026124954224
95th percentile: 2.2448323726654054
99th percentile: 2.2558773708343507
mean time: 1.858399248123169
Pipeline stage StressChecker completed in 10.74s
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 0.67s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46148_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 0.10s
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-v2preferwi-46148-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-46148-v5-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 2606.53s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46148_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_46148_v5 status is now torndown due to DeploymentManager action