developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_37024_v5
model_name: chaiml-mn24b-v2preferwi_37024_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-22T03:37:34+00:00
num_battles: 6018
num_wins: 3260
celo_rating: 1280.69
family_friendly_score: 0.5728
family_friendly_standard_error: 0.006995715260071696
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8
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': 0.43675164667412564, 'latency_mean': 2.289512196779251, 'latency_p50': 2.306395411491394, 'latency_p90': 2.5404611110687254}, {'batch_size': 3, 'throughput': 1.1043921766368372, 'latency_mean': 2.705284036397934, 'latency_p50': 2.6991196870803833, 'latency_p90': 2.976377487182617}, {'batch_size': 5, 'throughput': 1.431867799677226, 'latency_mean': 3.4731220698356626, 'latency_p50': 3.465807557106018, 'latency_p90': 3.9941864013671875}, {'batch_size': 6, 'throughput': 1.5329646971519801, 'latency_mean': 3.8864330971240997, 'latency_p50': 3.914259910583496, 'latency_p90': 4.3484420537948605}, {'batch_size': 8, 'throughput': 1.7016319347913746, 'latency_mean': 4.675336422920227, 'latency_p50': 4.67638099193573, 'latency_p90': 5.339091849327088}, {'batch_size': 10, 'throughput': 1.7715397105634294, 'latency_mean': 5.604171864986419, 'latency_p50': 5.620800256729126, 'latency_p90': 6.4849198102951044}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_37024_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-21
win_ratio: 0.5417082087072117
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': '\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-37024-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-37024-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: Downloaded to shared memory in 44.168s
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp82byfvk2, device:0
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: quantized model in 286.022s
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8 in 330.191s
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v5/nvidia
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-37024-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-37024-v5-mkmlizer completed after 397.05s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-37024-v5-mkmlizer
Pipeline stage MKMLizer completed in 397.92s
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-37024-v5
Waiting for inference service chaiml-mn24b-v2preferwi-37024-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-37024-v5 ready after 60.28291630744934s
Pipeline stage MKMLDeployer completed in 60.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0675344467163086s
Received healthy response to inference request in 1.6967511177062988s
Received healthy response to inference request in 1.7725815773010254s
Received healthy response to inference request in 1.9699270725250244s
Received healthy response to inference request in 1.8590967655181885s
5 requests
0 failed requests
5th percentile: 1.7119172096252442
10th percentile: 1.7270833015441895
20th percentile: 1.75741548538208
30th percentile: 1.789884614944458
40th percentile: 1.8244906902313232
50th percentile: 1.8590967655181885
60th percentile: 1.903428888320923
70th percentile: 1.9477610111236572
80th percentile: 1.9894485473632812
90th percentile: 2.028491497039795
95th percentile: 2.0480129718780518
99th percentile: 2.063630151748657
mean time: 1.873178195953369
Pipeline stage StressChecker completed in 11.64s
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_37024_v5 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 2997.18s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37024_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_37024_v5 status is now torndown due to DeploymentManager action