developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_66514_v1
model_name: chaiml-mn24b-v2preferwi_66514_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T20:15:16+00:00
num_battles: 6088
num_wins: 3248
celo_rating: 1272.07
family_friendly_score: 0.5676
family_friendly_standard_error: 0.007006143589736082
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune13
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': 0.5433518265433436, 'latency_mean': 1.8403287613391877, 'latency_p50': 1.8384335041046143, 'latency_p90': 2.0393927335739135}, {'batch_size': 3, 'throughput': 1.1068802079331457, 'latency_mean': 2.7033844923973085, 'latency_p50': 2.689323306083679, 'latency_p90': 3.01827700138092}, {'batch_size': 5, 'throughput': 1.4165573569379755, 'latency_mean': 3.5070262014865876, 'latency_p50': 3.4911211729049683, 'latency_p90': 4.013884830474853}, {'batch_size': 6, 'throughput': 1.5460893522015648, 'latency_mean': 3.8548282277584076, 'latency_p50': 3.8725892305374146, 'latency_p90': 4.309617972373962}, {'batch_size': 8, 'throughput': 1.6802175429975124, 'latency_mean': 4.727985345125198, 'latency_p50': 4.770502090454102, 'latency_p90': 5.35404098033905}, {'batch_size': 10, 'throughput': 1.7840119471307885, 'latency_mean': 5.569392631053924, 'latency_p50': 5.526350259780884, 'latency_p90': 6.4542888641357425}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_66514_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune13
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-12
win_ratio: 0.533508541392904
generation_params: {'temperature': 0.5, '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-66514-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-66514-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: Downloaded to shared memory in 102.502s
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune13 already exists in ChaiML
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgk3coosz, device:0
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: quantized model in 286.495s
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune13 in 388.997s
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v1/nvidia
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-66514-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66514-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-66514-v1-mkmlizer completed after 509.89s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-66514-v1-mkmlizer
Pipeline stage MKMLizer completed in 510.39s
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-66514-v1
Waiting for inference service chaiml-mn24b-v2preferwi-66514-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-66514-v1 ready after 60.27671027183533s
Pipeline stage MKMLDeployer completed in 60.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.188554048538208s
Received healthy response to inference request in 1.8145878314971924s
Received healthy response to inference request in 2.002845287322998s
Received healthy response to inference request in 1.6534807682037354s
Received healthy response to inference request in 1.7484354972839355s
5 requests
0 failed requests
5th percentile: 1.6724717140197753
10th percentile: 1.6914626598358153
20th percentile: 1.7294445514678956
30th percentile: 1.7616659641265868
40th percentile: 1.7881268978118896
50th percentile: 1.8145878314971924
60th percentile: 1.8898908138275146
70th percentile: 1.965193796157837
80th percentile: 2.03998703956604
90th percentile: 2.114270544052124
95th percentile: 2.151412296295166
99th percentile: 2.1811256980895997
mean time: 1.881580686569214
Pipeline stage StressChecker completed in 11.03s
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 0.72s
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_66514_v1 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 2682.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66514_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_66514_v1 status is now torndown due to DeploymentManager action