developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_49028_v3
model_name: chaiml-mn24b-v2preferwi_49028_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:34:53+00:00
num_battles: 5612
num_wins: 2931
celo_rating: 1281.51
family_friendly_score: 0.5514
family_friendly_standard_error: 0.007033605618742069
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4
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': 0.5470310636613839, 'latency_mean': 1.827949641942978, 'latency_p50': 1.8410359621047974, 'latency_p90': 2.0321255922317505}, {'batch_size': 3, 'throughput': 1.0929385420968383, 'latency_mean': 2.733690292835236, 'latency_p50': 2.7428771257400513, 'latency_p90': 3.037577772140503}, {'batch_size': 5, 'throughput': 1.4143008817776388, 'latency_mean': 3.510568667650223, 'latency_p50': 3.5372477769851685, 'latency_p90': 4.017230200767517}, {'batch_size': 6, 'throughput': 1.5123539445426724, 'latency_mean': 3.9427407336235047, 'latency_p50': 3.9488558769226074, 'latency_p90': 4.471425938606262}, {'batch_size': 8, 'throughput': 1.663313759980262, 'latency_mean': 4.771975125074387, 'latency_p50': 4.7788907289505005, 'latency_p90': 5.536035084724426}, {'batch_size': 10, 'throughput': 1.7300176852614366, 'latency_mean': 5.737162603139877, 'latency_p50': 5.788800597190857, 'latency_p90': 6.466307353973389}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_49028_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-24
win_ratio: 0.5222736992159658
generation_params: {'temperature': 0.7, '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-49028-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-49028-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: Downloaded to shared memory in 117.095s
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvjjpsvzr, device:0
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-49028-v3-mkmlizer: quantized model in 284.731s
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4 in 401.827s
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v3/nvidia
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v3/nvidia/flywheel_model.1.safetensors
Failed to get response for submission rirv938-llama-0-9b-user_33111_v2: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-0sw-95p-5ff-rin_63828_v28/predict', '{"detail":"No connection available."}')
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-49028-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-49028-v3-mkmlizer completed after 482.1s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-49028-v3-mkmlizer
Pipeline stage MKMLizer completed in 482.57s
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-49028-v3
Waiting for inference service chaiml-mn24b-v2preferwi-49028-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-49028-v3 ready after 60.89155721664429s
Pipeline stage MKMLDeployer completed in 61.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8568434715270996s
Received healthy response to inference request in 1.677778959274292s
Received healthy response to inference request in 1.9446325302124023s
Received healthy response to inference request in 1.6533958911895752s
Received healthy response to inference request in 1.8303632736206055s
5 requests
0 failed requests
5th percentile: 1.6582725048065186
10th percentile: 1.663149118423462
20th percentile: 1.6729023456573486
30th percentile: 1.7082958221435547
40th percentile: 1.76932954788208
50th percentile: 1.8303632736206055
60th percentile: 1.8760709762573242
70th percentile: 1.921778678894043
80th percentile: 2.127074718475342
90th percentile: 2.4919590950012207
95th percentile: 2.67440128326416
99th percentile: 2.820355033874512
mean time: 1.992602825164795
Pipeline stage StressChecker completed in 11.30s
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 0.76s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49028_v3 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 2840.49s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49028_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_49028_v3 status is now torndown due to DeploymentManager action