developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_20708_v2
model_name: chaiml-mn24b-v2preferwi_20708_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T00:36:41+00:00
num_battles: 6134
num_wins: 3142
celo_rating: 1271.85
family_friendly_score: 0.5726
family_friendly_standard_error: 0.006996130930735931
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_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': 0.5454502165956647, 'latency_mean': 1.8332301783561706, 'latency_p50': 1.8423963785171509, 'latency_p90': 2.0258700847625732}, {'batch_size': 3, 'throughput': 1.1093327338892127, 'latency_mean': 2.6963061249256133, 'latency_p50': 2.700166702270508, 'latency_p90': 2.963829827308655}, {'batch_size': 5, 'throughput': 1.4319139038987414, 'latency_mean': 3.474562431573868, 'latency_p50': 3.465581178665161, 'latency_p90': 3.9739988088607787}, {'batch_size': 6, 'throughput': 1.5173488130331092, 'latency_mean': 3.928067933320999, 'latency_p50': 3.948310613632202, 'latency_p90': 4.425844788551331}, {'batch_size': 8, 'throughput': 1.6821780091600869, 'latency_mean': 4.711096783876419, 'latency_p50': 4.784999132156372, 'latency_p90': 5.320927691459656}, {'batch_size': 10, 'throughput': 1.7717301285990437, 'latency_mean': 5.5924571979045865, 'latency_p50': 5.568225145339966, 'latency_p90': 6.413183259963989}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_20708_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-11
win_ratio: 0.5122269318552332
generation_params: {'temperature': 0.65, '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': '{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-v2preferwi-20708-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-20708-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: Downloaded to shared memory in 54.685s
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjziw4dth, device:0
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: quantized model in 287.363s
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune6 in 342.049s
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v2/nvidia
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-20708-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-20708-v2-mkmlizer completed after 559.18s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-20708-v2-mkmlizer
Pipeline stage MKMLizer completed in 559.68s
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-20708-v2
Waiting for inference service chaiml-mn24b-v2preferwi-20708-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-20708-v2 ready after 60.28170561790466s
Pipeline stage MKMLDeployer completed in 60.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.21476411819458s
Received healthy response to inference request in 1.807126522064209s
Received healthy response to inference request in 1.711592435836792s
Received healthy response to inference request in 1.6797699928283691s
Received healthy response to inference request in 1.6694960594177246s
5 requests
0 failed requests
5th percentile: 1.6715508460998536
10th percentile: 1.6736056327819824
20th percentile: 1.6777152061462401
30th percentile: 1.6861344814300536
40th percentile: 1.6988634586334228
50th percentile: 1.711592435836792
60th percentile: 1.7498060703277587
70th percentile: 1.7880197048187256
80th percentile: 1.8886540412902832
90th percentile: 2.0517090797424316
95th percentile: 2.1332365989685056
99th percentile: 2.198458614349365
mean time: 1.816549825668335
Pipeline stage StressChecker completed in 10.48s
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 0.89s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20708_v2 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 2894.55s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20708_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_20708_v2 status is now torndown due to DeploymentManager action