developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_3050_v3
model_name: chaiml-mn24b-v2preferwin_3050_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T17:58:16+00:00
num_battles: 7601
num_wins: 4091
celo_rating: 1279.73
family_friendly_score: 0.583
family_friendly_standard_error: 0.006972962067873307
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': 0.5440306393281191, 'latency_mean': 1.8380278038978577, 'latency_p50': 1.843483328819275, 'latency_p90': 2.054107141494751}, {'batch_size': 3, 'throughput': 1.1025763426497703, 'latency_mean': 2.7065986800193786, 'latency_p50': 2.7089534997940063, 'latency_p90': 2.978362035751343}, {'batch_size': 5, 'throughput': 1.4121383272190897, 'latency_mean': 3.512480698823929, 'latency_p50': 3.530783176422119, 'latency_p90': 3.9437561988830567}, {'batch_size': 6, 'throughput': 1.5380488323713004, 'latency_mean': 3.883571804761887, 'latency_p50': 3.8350672721862793, 'latency_p90': 4.3958429336547855}, {'batch_size': 8, 'throughput': 1.6803460888672033, 'latency_mean': 4.7286439132690425, 'latency_p50': 4.734515905380249, 'latency_p90': 5.434682369232178}, {'batch_size': 10, 'throughput': 1.749967171197079, 'latency_mean': 5.65388151884079, 'latency_p50': 5.668749690055847, 'latency_p90': 6.293444561958313}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_3050_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-13
win_ratio: 0.5382186554400736
generation_params: {'temperature': 0.5, '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-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-3050-v3-mkmlizer to finish
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: Downloaded to shared memory in 57.134s
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpm8931flv, device:0
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: quantized model in 289.040s
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 346.175s
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v3/nvidia
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v3/nvidia/config.json
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-3050-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-3050-v3-mkmlizer completed after 408.82s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-3050-v3-mkmlizer
Pipeline stage MKMLizer completed in 409.30s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.47s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-3050-v3
Waiting for inference service chaiml-mn24b-v2preferwin-3050-v3 to be ready
Inference service chaiml-mn24b-v2preferwin-3050-v3 ready after 70.36040019989014s
Pipeline stage MKMLDeployer completed in 70.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3724136352539062s
Received healthy response to inference request in 2.4002208709716797s
Received healthy response to inference request in 1.8473784923553467s
Received healthy response to inference request in 1.809323787689209s
Received healthy response to inference request in 2.4538474082946777s
5 requests
0 failed requests
5th percentile: 1.8169347286224364
10th percentile: 1.824545669555664
20th percentile: 1.8397675514221192
30th percentile: 1.9523855209350587
40th percentile: 2.1623995780944822
50th percentile: 2.3724136352539062
60th percentile: 2.383536529541016
70th percentile: 2.394659423828125
80th percentile: 2.410946178436279
90th percentile: 2.4323967933654784
95th percentile: 2.4431221008300783
99th percentile: 2.451702346801758
mean time: 2.176636838912964
Pipeline stage StressChecker completed in 12.19s
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 0.69s
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 0.82s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_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 2816.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_3050_v3 status is now torndown due to DeploymentManager action