developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25797_v2
model_name: chaiml-mn24b-v2preferwi_25797_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:23:45+00:00
num_battles: 5844
num_wins: 2948
celo_rating: 1265.76
family_friendly_score: 0.5534
family_friendly_standard_error: 0.007030625007778469
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2
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': 0.5475282953396112, 'latency_mean': 1.8262682676315307, 'latency_p50': 1.8273098468780518, 'latency_p90': 2.008648085594177}, {'batch_size': 3, 'throughput': 1.1159112732803536, 'latency_mean': 2.6788365125656126, 'latency_p50': 2.6775999069213867, 'latency_p90': 2.9871354341506957}, {'batch_size': 5, 'throughput': 1.4407937622507543, 'latency_mean': 3.4486265921592714, 'latency_p50': 3.437183141708374, 'latency_p90': 3.844574213027954}, {'batch_size': 6, 'throughput': 1.5359327766921687, 'latency_mean': 3.8868229675292967, 'latency_p50': 3.912937879562378, 'latency_p90': 4.357835793495179}, {'batch_size': 8, 'throughput': 1.7003222803497644, 'latency_mean': 4.6665951132774355, 'latency_p50': 4.698074221611023, 'latency_p90': 5.235480308532715}, {'batch_size': 10, 'throughput': 1.774905312131272, 'latency_mean': 5.585790390968323, 'latency_p50': 5.575629353523254, 'latency_p90': 6.5119922161102295}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25797_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-23
win_ratio: 0.5044490075290896
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-25797-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25797-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: Downloaded to shared memory in 47.504s
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpk8qhw8d_, device:0
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: quantized model in 288.671s
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2 in 336.175s
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v2/nvidia
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v2/nvidia/tokenizer.json
Failed to get response for submission blend_milen_2025-09-03: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25797-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25797-v2-mkmlizer completed after 492.11s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25797-v2-mkmlizer
Pipeline stage MKMLizer completed in 492.59s
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-25797-v2
Waiting for inference service chaiml-mn24b-v2preferwi-25797-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-25797-v2 ready after 50.597516775131226s
Pipeline stage MKMLDeployer completed in 51.34s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0650994777679443s
Received healthy response to inference request in 1.9830660820007324s
Received healthy response to inference request in 1.2995305061340332s
Received healthy response to inference request in 1.782468557357788s
Received healthy response to inference request in 1.938359260559082s
5 requests
0 failed requests
5th percentile: 1.3961181163787841
10th percentile: 1.492705726623535
20th percentile: 1.6858809471130372
30th percentile: 1.8136466979980468
40th percentile: 1.8760029792785644
50th percentile: 1.938359260559082
60th percentile: 1.956241989135742
70th percentile: 1.9741247177124024
80th percentile: 1.9994727611541747
90th percentile: 2.0322861194610597
95th percentile: 2.048692798614502
99th percentile: 2.061818141937256
mean time: 1.813704776763916
Pipeline stage StressChecker completed in 10.42s
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 0.73s
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_25797_v2 status is now deployed due to DeploymentManager action
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 2898.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25797_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25797_v2 status is now torndown due to DeploymentManager action