developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_49531_v2
model_name: chaiml-mn24b-v2preferwi_49531_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T00:56:31+00:00
num_battles: 5587
num_wins: 3021
celo_rating: 1283.27
family_friendly_score: 0.5616
family_friendly_standard_error: 0.007017199441372605
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7
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': 0.5505135662042917, 'latency_mean': 1.8163830578327178, 'latency_p50': 1.81611168384552, 'latency_p90': 2.052509379386902}, {'batch_size': 3, 'throughput': 1.1107901114456327, 'latency_mean': 2.6905310595035554, 'latency_p50': 2.661129951477051, 'latency_p90': 3.0415808677673337}, {'batch_size': 5, 'throughput': 1.4502776634382843, 'latency_mean': 3.4246668720245363, 'latency_p50': 3.4420477151870728, 'latency_p90': 3.806371235847473}, {'batch_size': 6, 'throughput': 1.5411717288966689, 'latency_mean': 3.873597619533539, 'latency_p50': 3.8518600463867188, 'latency_p90': 4.453503727912903}, {'batch_size': 8, 'throughput': 1.702190672624124, 'latency_mean': 4.666761373281479, 'latency_p50': 4.649890303611755, 'latency_p90': 5.282642841339111}, {'batch_size': 10, 'throughput': 1.790542172562047, 'latency_mean': 5.547148479223251, 'latency_p50': 5.477784872055054, 'latency_p90': 6.33863775730133}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_49531_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-18
win_ratio: 0.5407195274744944
generation_params: {'temperature': 0.65, '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-49531-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-49531-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: Downloaded to shared memory in 86.286s
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprin6dn__, device:0
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: quantized model in 290.173s
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7 in 376.460s
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v2/nvidia
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-49531-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-49531-v2-mkmlizer completed after 450.24s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-49531-v2-mkmlizer
Pipeline stage MKMLizer completed in 451.45s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.36s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-49531-v2
Waiting for inference service chaiml-mn24b-v2preferwi-49531-v2 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-mn24b-v2preferwi-49531-v2 ready after 60.37452530860901s
Pipeline stage MKMLDeployer completed in 60.97s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4317052364349365s
Received healthy response to inference request in 1.6835534572601318s
Received healthy response to inference request in 1.7159101963043213s
Received healthy response to inference request in 1.6354362964630127s
Received healthy response to inference request in 1.3841981887817383s
5 requests
0 failed requests
5th percentile: 1.4344458103179931
10th percentile: 1.484693431854248
20th percentile: 1.5851886749267579
30th percentile: 1.6450597286224364
40th percentile: 1.6643065929412841
50th percentile: 1.6835534572601318
60th percentile: 1.6964961528778075
70th percentile: 1.7094388484954834
80th percentile: 1.8590692043304444
90th percentile: 2.1453872203826903
95th percentile: 2.2885462284088134
99th percentile: 2.403073434829712
mean time: 1.7701606750488281
Pipeline stage StressChecker completed in 10.56s
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 0.70s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49531_v2 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 2823.94s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49531_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_49531_v2 status is now torndown due to DeploymentManager action