developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_44656_v3
model_name: chaiml-mn24b-v2preferwi_44656_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-15T23:45:20+00:00
num_battles: 5401
num_wins: 2829
celo_rating: 1270.42
family_friendly_score: 0.5864
family_friendly_standard_error: 0.006964697265495466
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_claude4_tune1
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': 0.5516002709110546, 'latency_mean': 1.812805573940277, 'latency_p50': 1.8010149002075195, 'latency_p90': 2.013014316558838}, {'batch_size': 3, 'throughput': 1.1096858020498752, 'latency_mean': 2.69142711520195, 'latency_p50': 2.6899315118789673, 'latency_p90': 2.9444458007812497}, {'batch_size': 5, 'throughput': 1.4173760602921186, 'latency_mean': 3.5131081247329714, 'latency_p50': 3.4867478609085083, 'latency_p90': 3.943738579750061}, {'batch_size': 6, 'throughput': 1.5280444089509333, 'latency_mean': 3.8997533965110778, 'latency_p50': 3.8993974924087524, 'latency_p90': 4.430380201339721}, {'batch_size': 8, 'throughput': 1.6812770908154646, 'latency_mean': 4.713824297189713, 'latency_p50': 4.753459811210632, 'latency_p90': 5.416315054893493}, {'batch_size': 10, 'throughput': 1.743912141072483, 'latency_mean': 5.668390209674835, 'latency_p50': 5.72604513168335, 'latency_p90': 6.409413385391235}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_44656_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_claude4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-15
win_ratio: 0.5237918903906684
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': '<|im_start|>user\n{prompt}<|im_end|>\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-44656-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-44656-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: Downloaded to shared memory in 55.357s
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_claude4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4z_4uotm, device:0
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_hemen_2025-09-02: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: quantized model in 286.988s
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_claude4_tune1 in 342.346s
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v3/nvidia
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-44656-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44656-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-44656-v3-mkmlizer completed after 437.33s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-44656-v3-mkmlizer
Pipeline stage MKMLizer completed in 437.82s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-44656-v3
Waiting for inference service chaiml-mn24b-v2preferwi-44656-v3 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service chaiml-mn24b-v2preferwi-44656-v3 ready after 60.253387689590454s
Pipeline stage MKMLDeployer completed in 60.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1875839233398438s
Received healthy response to inference request in 1.7215235233306885s
Received healthy response to inference request in 1.684187412261963s
Received healthy response to inference request in 1.2533040046691895s
Received healthy response to inference request in 1.6264545917510986s
5 requests
0 failed requests
5th percentile: 1.3279341220855714
10th percentile: 1.402564239501953
20th percentile: 1.5518244743347167
30th percentile: 1.6380011558532714
40th percentile: 1.6610942840576173
50th percentile: 1.684187412261963
60th percentile: 1.699121856689453
70th percentile: 1.7140563011169434
80th percentile: 1.8147356033325197
90th percentile: 2.0011597633361817
95th percentile: 2.0943718433380125
99th percentile: 2.1689415073394773
mean time: 1.6946106910705567
Pipeline stage StressChecker completed in 10.00s
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 0.79s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44656_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 2419.60s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44656_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_44656_v3 status is now torndown due to DeploymentManager action