developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25797_v5
model_name: chaiml-mn24b-v2preferwi_25797_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:24:53+00:00
num_battles: 5663
num_wins: 2885
celo_rating: 1267.84
family_friendly_score: 0.5466
family_friendly_standard_error: 0.007040290334922275
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': 0.5543492387383837, 'latency_mean': 1.8037898457050323, 'latency_p50': 1.7836618423461914, 'latency_p90': 2.0101627111434937}, {'batch_size': 3, 'throughput': 1.0945904379838194, 'latency_mean': 2.728721619844437, 'latency_p50': 2.747809410095215, 'latency_p90': 2.980381894111633}, {'batch_size': 5, 'throughput': 1.4151614155330963, 'latency_mean': 3.5192728972435, 'latency_p50': 3.552286148071289, 'latency_p90': 3.969256567955017}, {'batch_size': 6, 'throughput': 1.5124011920600473, 'latency_mean': 3.952110152244568, 'latency_p50': 3.941162586212158, 'latency_p90': 4.474903726577759}, {'batch_size': 8, 'throughput': 1.6728328897433535, 'latency_mean': 4.745995589494705, 'latency_p50': 4.690408110618591, 'latency_p90': 5.558355545997619}, {'batch_size': 10, 'throughput': 1.7429658199235032, 'latency_mean': 5.706787804365158, 'latency_p50': 5.696924567222595, 'latency_p90': 6.555630540847778}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25797_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-23
win_ratio: 0.5094472894225676
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-25797-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25797-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: Downloaded to shared memory in 44.454s
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx41n26ju, device:0
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: quantized model in 286.048s
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2 in 330.503s
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v5/nvidia
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25797-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25797-v5-mkmlizer completed after 430.13s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25797-v5-mkmlizer
Pipeline stage MKMLizer completed in 431.13s
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-v5
Waiting for inference service chaiml-mn24b-v2preferwi-25797-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-25797-v5 ready after 60.28186297416687s
Pipeline stage MKMLDeployer completed in 60.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0266549587249756s
Received healthy response to inference request in 1.8139135837554932s
Received healthy response to inference request in 1.9465134143829346s
Received healthy response to inference request in 2.0786540508270264s
Received healthy response to inference request in 1.7735552787780762s
5 requests
0 failed requests
5th percentile: 1.7816269397735596
10th percentile: 1.789698600769043
20th percentile: 1.8058419227600098
30th percentile: 1.8404335498809814
40th percentile: 1.893473482131958
50th percentile: 1.9465134143829346
60th percentile: 1.978570032119751
70th percentile: 2.0106266498565675
80th percentile: 2.0370547771453857
90th percentile: 2.057854413986206
95th percentile: 2.068254232406616
99th percentile: 2.0765740871429443
mean time: 1.927858257293701
Pipeline stage StressChecker completed in 11.27s
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 1.27s
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 0.78s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25797_v5 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 2921.42s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25797_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25797_v5 status is now torndown due to DeploymentManager action