chaiml-mn24b-v2preferwi_18239

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_18239_v2
model_name: chaiml-mn24b-v2preferwi_18239_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T19:57:42+00:00
num_battles: 5699
num_wins: 2934
celo_rating: 1251.64
family_friendly_score: 0.5800000000000001
family_friendly_standard_error: 0.006979971346646059
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_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': 0.5459743964898135, 'latency_mean': 1.831466827392578, 'latency_p50': 1.8562287092208862, 'latency_p90': 2.0160216093063354}, {'batch_size': 3, 'throughput': 1.113413615484988, 'latency_mean': 2.682730097770691, 'latency_p50': 2.6716413497924805, 'latency_p90': 2.972162199020386}, {'batch_size': 5, 'throughput': 1.4429852426009357, 'latency_mean': 3.43639927148819, 'latency_p50': 3.4220259189605713, 'latency_p90': 3.8302547216415403}, {'batch_size': 6, 'throughput': 1.5910956631328783, 'latency_mean': 3.760544991493225, 'latency_p50': 3.7293217182159424, 'latency_p90': 4.280313277244567}, {'batch_size': 8, 'throughput': 1.7500844707132992, 'latency_mean': 4.530715789794922, 'latency_p50': 4.536916255950928, 'latency_p90': 5.150117349624634}, {'batch_size': 10, 'throughput': 1.816487772984866, 'latency_mean': 5.436005338430404, 'latency_p50': 5.4514511823654175, 'latency_p90': 6.301771092414856}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_18239_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.57
us_pacific_date: 2025-09-18
win_ratio: 0.5148271626601159
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-18239-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-18239-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: Downloaded to shared memory in 62.043s
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxfszm0a9, device:0
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: quantized model in 289.113s
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3 in 351.157s
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v2/nvidia
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v2/nvidia/flywheel_model.1.safetensors
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-18239-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-18239-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-18239-v2-mkmlizer completed after 428.95s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-18239-v2-mkmlizer
Pipeline stage MKMLizer completed in 429.50s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-18239-v2
Waiting for inference service chaiml-mn24b-v2preferwi-18239-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-18239-v2 ready after 50.31214094161987s
Pipeline stage MKMLDeployer completed in 51.16s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.266340970993042s
Received healthy response to inference request in 2.1284902095794678s
Received healthy response to inference request in 1.6957616806030273s
Received healthy response to inference request in 1.7804741859436035s
Received healthy response to inference request in 2.295961856842041s
5 requests
0 failed requests
5th percentile: 1.7127041816711426
10th percentile: 1.7296466827392578
20th percentile: 1.7635316848754883
30th percentile: 1.8500773906707764
40th percentile: 1.989283800125122
50th percentile: 2.1284902095794678
60th percentile: 2.1836305141448973
70th percentile: 2.2387708187103272
80th percentile: 2.272265148162842
90th percentile: 2.2841135025024415
95th percentile: 2.290037679672241
99th percentile: 2.294777021408081
mean time: 2.0334057807922363
Pipeline stage StressChecker completed in 11.92s
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 0.65s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18239_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 0.13s
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-18239-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-18239-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 2972.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18239_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_18239_v2 status is now torndown due to DeploymentManager action