developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_23017_v1
model_name: chaiml-mn24b-v2preferwi_23017_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T23:31:33+00:00
num_battles: 6830
num_wins: 3533
celo_rating: 1262.87
family_friendly_score: 0.5958
family_friendly_standard_error: 0.0069400628239231375
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_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': 0.5457581139706403, 'latency_mean': 1.8321849524974823, 'latency_p50': 1.843373417854309, 'latency_p90': 2.037975025177002}, {'batch_size': 3, 'throughput': 1.095689671106487, 'latency_mean': 2.725360851287842, 'latency_p50': 2.7303324937820435, 'latency_p90': 3.0171798229217526}, {'batch_size': 5, 'throughput': 1.4339983879286053, 'latency_mean': 3.4739614963531493, 'latency_p50': 3.470164656639099, 'latency_p90': 3.9183690547943115}, {'batch_size': 6, 'throughput': 1.5282351541499577, 'latency_mean': 3.910763541460037, 'latency_p50': 3.9438538551330566, 'latency_p90': 4.380654430389404}, {'batch_size': 8, 'throughput': 1.6939032237377216, 'latency_mean': 4.692657401561737, 'latency_p50': 4.639098167419434, 'latency_p90': 5.44707145690918}, {'batch_size': 10, 'throughput': 1.7761473676403587, 'latency_mean': 5.598649203777313, 'latency_p50': 5.577424883842468, 'latency_p90': 6.43739070892334}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_23017_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-16
win_ratio: 0.5172767203513909
generation_params: {'temperature': 0.6, '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-23017-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-23017-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: Downloaded to shared memory in 84.100s
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpeevzusfc, device:0
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: quantized model in 287.165s
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6 in 371.265s
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v1/nvidia
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-23017-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-23017-v1-mkmlizer completed after 469.37s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-23017-v1-mkmlizer
Pipeline stage MKMLizer completed in 469.89s
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-23017-v1
Waiting for inference service chaiml-mn24b-v2preferwi-23017-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-23017-v1 ready after 40.28378343582153s
Pipeline stage MKMLDeployer completed in 40.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5502214431762695s
Received healthy response to inference request in 1.6912307739257812s
Received healthy response to inference request in 1.6504619121551514s
Received healthy response to inference request in 1.8622493743896484s
Received healthy response to inference request in 1.9324915409088135s
5 requests
0 failed requests
5th percentile: 1.6586156845092774
10th percentile: 1.6667694568634033
20th percentile: 1.6830770015716552
30th percentile: 1.7254344940185546
40th percentile: 1.7938419342041017
50th percentile: 1.8622493743896484
60th percentile: 1.8903462409973144
70th percentile: 1.9184431076049804
80th percentile: 2.0560375213623048
90th percentile: 2.303129482269287
95th percentile: 2.4266754627227782
99th percentile: 2.525512247085571
mean time: 1.9373310089111329
Pipeline stage StressChecker completed in 11.02s
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 0.64s
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 0.77s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23017_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 2806.85s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23017_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_23017_v1 status is now torndown due to DeploymentManager action