developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_23017_v5
model_name: chaiml-mn24b-v2preferwi_23017_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T23:32:44+00:00
num_battles: 6845
num_wins: 3562
celo_rating: 1266.97
family_friendly_score: 0.5888
family_friendly_standard_error: 0.006958657341757819
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6
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': 0.5446231985118613, 'latency_mean': 1.8360345411300658, 'latency_p50': 1.8387110233306885, 'latency_p90': 2.024677538871765}, {'batch_size': 3, 'throughput': 1.1129690577290885, 'latency_mean': 2.687354437112808, 'latency_p50': 2.6850818395614624, 'latency_p90': 2.9690478563308718}, {'batch_size': 5, 'throughput': 1.4281146624858696, 'latency_mean': 3.476182563304901, 'latency_p50': 3.459445357322693, 'latency_p90': 3.939104628562927}, {'batch_size': 6, 'throughput': 1.5458886289311287, 'latency_mean': 3.8548946034908296, 'latency_p50': 3.8500064611434937, 'latency_p90': 4.384103417396545}, {'batch_size': 8, 'throughput': 1.703890315505847, 'latency_mean': 4.6521339452266695, 'latency_p50': 4.622416734695435, 'latency_p90': 5.444565844535828}, {'batch_size': 10, 'throughput': 1.7836726356945376, 'latency_mean': 5.56784450173378, 'latency_p50': 5.602459192276001, 'latency_p90': 6.289935135841369}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_23017_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-16
win_ratio: 0.5203798392987582
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-23017-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-23017-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: Downloaded to shared memory in 48.463s
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7t8j8co9, device:0
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: quantized model in 289.106s
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6 in 337.569s
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v5/nvidia
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-23017-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-23017-v5-mkmlizer completed after 437.87s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-23017-v5-mkmlizer
Pipeline stage MKMLizer completed in 438.40s
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-23017-v5
Waiting for inference service chaiml-mn24b-v2preferwi-23017-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-23017-v5 ready after 60.52391529083252s
Pipeline stage MKMLDeployer completed in 61.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.007964611053467s
Received healthy response to inference request in 1.690688133239746s
Received healthy response to inference request in 1.6901228427886963s
Received healthy response to inference request in 1.6670756340026855s
Received healthy response to inference request in 1.7653405666351318s
5 requests
0 failed requests
5th percentile: 1.6716850757598878
10th percentile: 1.6762945175170898
20th percentile: 1.685513401031494
30th percentile: 1.6902359008789063
40th percentile: 1.690462017059326
50th percentile: 1.690688133239746
60th percentile: 1.7205491065979004
70th percentile: 1.7504100799560547
80th percentile: 1.8138653755187988
90th percentile: 1.910914993286133
95th percentile: 1.9594398021697998
99th percentile: 1.9982596492767335
mean time: 1.7642383575439453
Pipeline stage StressChecker completed in 10.28s
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 0.66s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23017_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 2812.50s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23017_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_23017_v5 status is now torndown due to DeploymentManager action