developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_20708_v3
model_name: chaiml-mn24b-v2preferwi_20708_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T00:37:00+00:00
num_battles: 6124
num_wins: 3208
celo_rating: 1278.12
family_friendly_score: 0.573
family_friendly_standard_error: 0.006995298421082549
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': 0.5512797976292606, 'latency_mean': 1.8138592374324798, 'latency_p50': 1.8211126327514648, 'latency_p90': 2.0111377477645873}, {'batch_size': 3, 'throughput': 1.1028259610247588, 'latency_mean': 2.716557590961456, 'latency_p50': 2.7103151082992554, 'latency_p90': 2.9934459447860715}, {'batch_size': 5, 'throughput': 1.4037275317693119, 'latency_mean': 3.5485055673122408, 'latency_p50': 3.5794249773025513, 'latency_p90': 3.9921326875686645}, {'batch_size': 6, 'throughput': 1.531628879442439, 'latency_mean': 3.8900102627277375, 'latency_p50': 3.918790102005005, 'latency_p90': 4.415828204154968}, {'batch_size': 8, 'throughput': 1.64666639717578, 'latency_mean': 4.802039289474488, 'latency_p50': 4.8586626052856445, 'latency_p90': 5.584788608551025}, {'batch_size': 10, 'throughput': 1.752637501098244, 'latency_mean': 5.6523257505893705, 'latency_p50': 5.6148682832717896, 'latency_p90': 6.563911581039428}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_20708_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-11
win_ratio: 0.5238406270411495
generation_params: {'temperature': 0.8, '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-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-20708-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: Downloaded to shared memory in 54.709s
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpde87ekgh, device:0
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: quantized model in 288.009s
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune6 in 342.718s
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v3/nvidia
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-20708-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-20708-v3-mkmlizer completed after 540.53s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-20708-v3-mkmlizer
Pipeline stage MKMLizer completed in 541.06s
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-v3
Waiting for inference service chaiml-mn24b-v2preferwi-20708-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-20708-v3 ready after 30.201189279556274s
Pipeline stage MKMLDeployer completed in 30.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1601295471191406s
Received healthy response to inference request in 1.6530287265777588s
Received healthy response to inference request in 1.693315029144287s
Received healthy response to inference request in 1.7499785423278809s
Received healthy response to inference request in 1.0366294384002686s
5 requests
0 failed requests
5th percentile: 1.1599092960357666
10th percentile: 1.2831891536712647
20th percentile: 1.5297488689422607
30th percentile: 1.6610859870910644
40th percentile: 1.6772005081176757
50th percentile: 1.693315029144287
60th percentile: 1.7159804344177245
70th percentile: 1.7386458396911622
80th percentile: 1.832008743286133
90th percentile: 1.9960691452026367
95th percentile: 2.0780993461608888
99th percentile: 2.1437235069274903
mean time: 1.6586162567138671
Pipeline stage StressChecker completed in 9.61s
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 0.71s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20708_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 2908.17s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20708_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_20708_v3 status is now torndown due to DeploymentManager action