developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_12440_v9
model_name: chaiml-mn24b-v2preferwi_12440_v9
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T05:55:20+00:00
num_battles: 5260
num_wins: 2828
celo_rating: 1293.38
family_friendly_score: 0.5067999999999999
family_friendly_standard_error: 0.007070413849273605
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5516020365870024, 'latency_mean': 1.812799025774002, 'latency_p50': 1.8241506814956665, 'latency_p90': 2.0010174989700316}, {'batch_size': 3, 'throughput': 1.121261376275583, 'latency_mean': 2.6694354963302613, 'latency_p50': 2.665502905845642, 'latency_p90': 2.990714931488037}, {'batch_size': 5, 'throughput': 1.4403985355004052, 'latency_mean': 3.4563131988048554, 'latency_p50': 3.4108508825302124, 'latency_p90': 3.887887978553772}, {'batch_size': 6, 'throughput': 1.5632073044627635, 'latency_mean': 3.815373591184616, 'latency_p50': 3.789914131164551, 'latency_p90': 4.382089066505432}, {'batch_size': 8, 'throughput': 1.7223384361658665, 'latency_mean': 4.614086002111435, 'latency_p50': 4.590333461761475, 'latency_p90': 5.264865350723267}, {'batch_size': 10, 'throughput': 1.8045866820541347, 'latency_mean': 5.493093193769455, 'latency_p50': 5.480219841003418, 'latency_p90': 6.378566145896912}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_12440_v9
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-17
win_ratio: 0.5376425855513308
generation_params: {'temperature': 0.75, '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-12440-v9-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-12440-v9-mkmlizer to finish
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: Downloaded to shared memory in 63.245s
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq7fue_kc, device:0
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: quantized model in 288.753s
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune6 in 351.998s
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v9/nvidia
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v9/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v9/nvidia/config.json
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v9/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v9/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v9/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-12440-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v9/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-12440-v9-mkmlizer completed after 438.96s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-12440-v9-mkmlizer
Pipeline stage MKMLizer completed in 439.54s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-12440-v9
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v9 to be ready
Inference service chaiml-mn24b-v2preferwi-12440-v9 ready after 60.26734709739685s
Pipeline stage MKMLDeployer completed in 60.92s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8293497562408447s
Received healthy response to inference request in 1.8911082744598389s
Received healthy response to inference request in 1.7776851654052734s
Received healthy response to inference request in 2.012624740600586s
Received healthy response to inference request in 2.0376079082489014s
5 requests
0 failed requests
5th percentile: 1.7880180835723878
10th percentile: 1.798351001739502
20th percentile: 1.8190168380737304
30th percentile: 1.8417014598846435
40th percentile: 1.8664048671722413
50th percentile: 1.8911082744598389
60th percentile: 1.9397148609161377
70th percentile: 1.9883214473724364
80th percentile: 2.017621374130249
90th percentile: 2.027614641189575
95th percentile: 2.032611274719238
99th percentile: 2.0366085815429686
mean time: 1.909675168991089
Pipeline stage StressChecker completed in 12.33s
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 0.75s
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 1.05s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v9 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 2795.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v9 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_12440_v9 status is now torndown due to DeploymentManager action