developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59255_v4
model_name: chaiml-mn24b-v2preferwi_59255_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:45:01+00:00
num_battles: 5850
num_wins: 3019
celo_rating: 1272.05
family_friendly_score: 0.5638000000000001
family_friendly_standard_error: 0.00701326685646568
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7
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': 0.5502155952550042, 'latency_mean': 1.8173442196846008, 'latency_p50': 1.806946039199829, 'latency_p90': 2.0275030374526977}, {'batch_size': 3, 'throughput': 1.1192085955298268, 'latency_mean': 2.6759952449798585, 'latency_p50': 2.6735217571258545, 'latency_p90': 3.045867419242859}, {'batch_size': 5, 'throughput': 1.4420835079427832, 'latency_mean': 3.4529122829437258, 'latency_p50': 3.476308226585388, 'latency_p90': 3.886636829376221}, {'batch_size': 6, 'throughput': 1.5466317300236623, 'latency_mean': 3.8414519119262693, 'latency_p50': 3.861384868621826, 'latency_p90': 4.466403770446777}, {'batch_size': 8, 'throughput': 1.7041621252724024, 'latency_mean': 4.657696332931518, 'latency_p50': 4.680256366729736, 'latency_p90': 5.334466981887817}, {'batch_size': 10, 'throughput': 1.7983744829139656, 'latency_mean': 5.52004320859909, 'latency_p50': 5.5775909423828125, 'latency_p90': 6.344948792457581}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59255_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-23
win_ratio: 0.5160683760683761
generation_params: {'temperature': 0.75, '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-59255-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59255-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: Downloaded to shared memory in 44.387s
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphax8zan1, device:0
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: quantized model in 293.775s
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7 in 338.163s
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v4/nvidia
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59255-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59255-v4-mkmlizer completed after 440.87s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59255-v4-mkmlizer
Pipeline stage MKMLizer completed in 441.83s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-59255-v4
Waiting for inference service chaiml-mn24b-v2preferwi-59255-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-59255-v4 ready after 60.825135469436646s
Pipeline stage MKMLDeployer completed in 61.41s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.159245014190674s
Received healthy response to inference request in 2.0239205360412598s
Received healthy response to inference request in 2.464183807373047s
Received healthy response to inference request in 2.0814146995544434s
Received healthy response to inference request in 1.7525708675384521s
5 requests
0 failed requests
5th percentile: 1.8068408012390136
10th percentile: 1.8611107349395752
20th percentile: 1.9696506023406983
30th percentile: 2.0354193687438964
40th percentile: 2.05841703414917
50th percentile: 2.0814146995544434
60th percentile: 2.1125468254089355
70th percentile: 2.1436789512634276
80th percentile: 2.2202327728271487
90th percentile: 2.3422082901000976
95th percentile: 2.403196048736572
99th percentile: 2.451986255645752
mean time: 2.096266984939575
Pipeline stage StressChecker completed in 12.18s
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 1.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59255_v4 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 2801.15s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59255_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59255_v4 status is now torndown due to DeploymentManager action