developer_uid: fanghan0520
submission_id: chaiml-mn24b-v2preferwi_62908_v9
model_name: chaiml-mn24b-v2preferwi_62908_v9
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-15T15:54:24+00:00
num_battles: 5983
num_wins: 3275
celo_rating: 1279.9
family_friendly_score: 0.5868
family_friendly_standard_error: 0.006963702463488802
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune18
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': 0.5448862770141367, 'latency_mean': 1.835122150182724, 'latency_p50': 1.8385599851608276, 'latency_p90': 2.028889036178589}, {'batch_size': 3, 'throughput': 1.0952645154571496, 'latency_mean': 2.729764769077301, 'latency_p50': 2.7469985485076904, 'latency_p90': 3.0026317119598387}, {'batch_size': 5, 'throughput': 1.413416530647261, 'latency_mean': 3.5264331781864167, 'latency_p50': 3.527062773704529, 'latency_p90': 3.9610020875930787}, {'batch_size': 6, 'throughput': 1.5323556021506306, 'latency_mean': 3.8971879947185517, 'latency_p50': 3.903588056564331, 'latency_p90': 4.446693420410156}, {'batch_size': 8, 'throughput': 1.6597805835318467, 'latency_mean': 4.774877710342407, 'latency_p50': 4.816434025764465, 'latency_p90': 5.375960111618042}, {'batch_size': 10, 'throughput': 1.7446701159755698, 'latency_mean': 5.6903511488437655, 'latency_p50': 5.710458755493164, 'latency_p90': 6.432041263580322}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_62908_v9
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune18
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-15
win_ratio: 0.5473842553902725
generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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-62908-v9-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-62908-v9-mkmlizer to finish
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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', '')
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: Downloaded to shared memory in 56.430s
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune18 already exists in ChaiML
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnzqrofre, device:0
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v9/nvidia
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v9/nvidia/config.json
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v9/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v9/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v9/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v9/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-62908-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v9/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-62908-v9-mkmlizer completed after 378.91s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-62908-v9-mkmlizer
Pipeline stage MKMLizer completed in 379.82s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.22s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-62908-v9
Waiting for inference service chaiml-mn24b-v2preferwi-62908-v9 to be ready
Inference service chaiml-mn24b-v2preferwi-62908-v9 ready after 30.326829195022583s
Pipeline stage MKMLDeployer completed in 31.04s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4108026027679443s
Received healthy response to inference request in 2.2111408710479736s
Received healthy response to inference request in 2.496957302093506s
Received healthy response to inference request in 2.0815422534942627s
Received healthy response to inference request in 1.914461612701416s
5 requests
0 failed requests
5th percentile: 1.9478777408599854
10th percentile: 1.9812938690185546
20th percentile: 2.0481261253356933
30th percentile: 2.1074619770050047
40th percentile: 2.159301424026489
50th percentile: 2.2111408710479736
60th percentile: 2.291005563735962
70th percentile: 2.37087025642395
80th percentile: 2.428033542633057
90th percentile: 2.4624954223632813
95th percentile: 2.4797263622283934
99th percentile: 2.4935111141204835
mean time: 2.2229809284210207
Pipeline stage StressChecker completed in 13.07s
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 1.20s
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 0.84s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v9 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 2711.80s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v9 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_62908_v9 status is now torndown due to DeploymentManager action