developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_3050_v4
model_name: chaiml-mn24b-v2preferwin_3050_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T17:58:36+00:00
num_battles: 7589
num_wins: 4062
celo_rating: 1284.87
family_friendly_score: 0.5798
family_friendly_standard_error: 0.006980429213164474
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.5466230086159827, 'latency_mean': 1.8292888355255128, 'latency_p50': 1.8170346021652222, 'latency_p90': 2.0360337257385255}, {'batch_size': 3, 'throughput': 1.102870277571685, 'latency_mean': 2.7094765079021452, 'latency_p50': 2.721049189567566, 'latency_p90': 3.0531526803970337}, {'batch_size': 5, 'throughput': 1.4054794421718635, 'latency_mean': 3.533293241262436, 'latency_p50': 3.522058367729187, 'latency_p90': 4.043642544746399}, {'batch_size': 6, 'throughput': 1.5330430309705902, 'latency_mean': 3.8847604262828828, 'latency_p50': 3.8948776721954346, 'latency_p90': 4.48234646320343}, {'batch_size': 8, 'throughput': 1.6940435127361655, 'latency_mean': 4.708162264823914, 'latency_p50': 4.71604597568512, 'latency_p90': 5.374527478218078}, {'batch_size': 10, 'throughput': 1.7591378195405394, 'latency_mean': 5.639166483879089, 'latency_p50': 5.6965155601501465, 'latency_p90': 6.562494897842407}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_3050_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-13
win_ratio: 0.5352483858215838
generation_params: {'temperature': 0.65, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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': '{prompt}\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-v2preferwin-3050-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-3050-v4-mkmlizer to finish
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: Downloaded to shared memory in 61.847s
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkq8rpvn5, device:0
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: quantized model in 287.215s
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 349.063s
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v4/nvidia
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v4/nvidia/config.json
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-3050-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-3050-v4-mkmlizer completed after 428.61s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-3050-v4-mkmlizer
Pipeline stage MKMLizer completed in 429.23s
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-v2preferwin-3050-v4
Waiting for inference service chaiml-mn24b-v2preferwin-3050-v4 to be ready
Inference service chaiml-mn24b-v2preferwin-3050-v4 ready after 60.68579697608948s
Pipeline stage MKMLDeployer completed in 61.21s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.17091703414917s
Received healthy response to inference request in 2.1713054180145264s
Received healthy response to inference request in 2.297956943511963s
Received healthy response to inference request in 1.871351957321167s
Received healthy response to inference request in 1.9752655029296875s
5 requests
0 failed requests
5th percentile: 1.892134666442871
10th percentile: 1.9129173755645752
20th percentile: 1.9544827938079834
30th percentile: 2.014395809173584
40th percentile: 2.0926564216613768
50th percentile: 2.17091703414917
60th percentile: 2.1710723876953124
70th percentile: 2.171227741241455
80th percentile: 2.1966357231140137
90th percentile: 2.2472963333129883
95th percentile: 2.2726266384124756
99th percentile: 2.2928908824920655
mean time: 2.097359371185303
Pipeline stage StressChecker completed in 12.27s
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 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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_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 2867.03s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_3050_v4 status is now torndown due to DeploymentManager action