chaiml-mn24b-v2preferwi_91731

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_91731_v2
model_name: chaiml-mn24b-v2preferwi_91731_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-26T03:43:34+00:00
num_battles: 5551
num_wins: 2731
celo_rating: 1279.93
family_friendly_score: 0.5442
family_friendly_standard_error: 0.00704338498166897
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8
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': 0.5416247173064973, 'latency_mean': 1.8461709189414979, 'latency_p50': 1.8408492803573608, 'latency_p90': 2.035587215423584}, {'batch_size': 3, 'throughput': 1.104379352732049, 'latency_mean': 2.707063218355179, 'latency_p50': 2.6971383094787598, 'latency_p90': 3.0555226325988767}, {'batch_size': 5, 'throughput': 1.4209088047214604, 'latency_mean': 3.4979397821426392, 'latency_p50': 3.4881511926651, 'latency_p90': 4.0070091724395756}, {'batch_size': 6, 'throughput': 1.5249353727311814, 'latency_mean': 3.903998771905899, 'latency_p50': 3.8712931871414185, 'latency_p90': 4.3930704355239865}, {'batch_size': 8, 'throughput': 1.666149826236128, 'latency_mean': 4.770706412792205, 'latency_p50': 4.7603431940078735, 'latency_p90': 5.521830534934997}, {'batch_size': 10, 'throughput': 1.747122887421918, 'latency_mean': 5.685549885034561, 'latency_p50': 5.754211187362671, 'latency_p90': 6.404659414291382}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_91731_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-25
win_ratio: 0.4919834264096559
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-91731-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-91731-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: Downloaded to shared memory in 78.923s
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpfgnpw2vs, device:0
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: quantized model in 289.152s
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8 in 368.075s
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v2/nvidia
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-91731-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-91731-v2-mkmlizer completed after 478.29s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-91731-v2-mkmlizer
Pipeline stage MKMLizer completed in 478.84s
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-91731-v2
Waiting for inference service chaiml-mn24b-v2preferwi-91731-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-91731-v2 ready after 50.48640775680542s
Pipeline stage MKMLDeployer completed in 51.41s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0146191120147705s
Received healthy response to inference request in 2.1760690212249756s
Received healthy response to inference request in 1.6963999271392822s
Received healthy response to inference request in 1.6252717971801758s
Received healthy response to inference request in 2.0970230102539062s
5 requests
0 failed requests
5th percentile: 1.639497423171997
10th percentile: 1.6537230491638184
20th percentile: 1.682174301147461
30th percentile: 1.7600437641143798
40th percentile: 1.8873314380645752
50th percentile: 2.0146191120147705
60th percentile: 2.047580671310425
70th percentile: 2.080542230606079
80th percentile: 2.11283221244812
90th percentile: 2.144450616836548
95th percentile: 2.160259819030762
99th percentile: 2.1729071807861327
mean time: 1.921876573562622
Pipeline stage StressChecker completed in 11.03s
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 0.78s
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_91731_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-91731-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-91731-v2-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 2453.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_91731_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_91731_v2 status is now torndown due to DeploymentManager action