developer_uid: rirv938
submission_id: chaiml-mn24b-v2preferwi_3050_v33
model_name: chaiml-mn24b-v2preferwi_3050_v33
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-10-06T16:53:46+00:00
num_battles: 6410
num_wins: 3239
celo_rating: 1296.81
family_friendly_score: 0.5833999999999999
family_friendly_standard_error: 0.006972007458401059
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.5496835756453815, 'latency_mean': 1.8191314291954042, 'latency_p50': 1.828563928604126, 'latency_p90': 1.9964568853378295}, {'batch_size': 3, 'throughput': 1.1023867898364865, 'latency_mean': 2.709812470674515, 'latency_p50': 2.7081586122512817, 'latency_p90': 3.078790068626404}, {'batch_size': 5, 'throughput': 1.4343940218379998, 'latency_mean': 3.465868363380432, 'latency_p50': 3.438081979751587, 'latency_p90': 3.917204737663269}, {'batch_size': 6, 'throughput': 1.5229311324993355, 'latency_mean': 3.92689715385437, 'latency_p50': 3.914147138595581, 'latency_p90': 4.404474782943725}, {'batch_size': 8, 'throughput': 1.6861432041026383, 'latency_mean': 4.703715003728867, 'latency_p50': 4.708753824234009, 'latency_p90': 5.318299055099487}, {'batch_size': 10, 'throughput': 1.756122307113435, 'latency_mean': 5.645305019617081, 'latency_p50': 5.651711344718933, 'latency_p90': 6.36786789894104}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_3050_v33
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-10-06
win_ratio: 0.5053042121684868
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n', '</s>', 'You:', '###'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
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-3050-v33-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v33-mkmlizer to finish
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: Downloaded to shared memory in 46.651s
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpba9u087z, device:0
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-3050-v33-mkmlizer: quantized model in 284.963s
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 331.614s
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v33/nvidia
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v33/nvidia/config.json
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v33/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v33/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v33/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v33/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v33/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-3050-v33-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-3050-v33-mkmlizer completed after 399.18s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-3050-v33-mkmlizer
Pipeline stage MKMLizer completed in 399.84s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.48s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-3050-v33
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v33 to be ready
Inference service chaiml-mn24b-v2preferwi-3050-v33 ready after 50.26906180381775s
Pipeline stage MKMLDeployer completed in 50.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8952956199645996s
Received healthy response to inference request in 2.011085271835327s
Received healthy response to inference request in 1.4976551532745361s
Received healthy response to inference request in 1.6653122901916504s
Received healthy response to inference request in 1.6620736122131348s
5 requests
0 failed requests
5th percentile: 1.530538845062256
10th percentile: 1.5634225368499757
20th percentile: 1.629189920425415
30th percentile: 1.6627213478088378
40th percentile: 1.6640168190002442
50th percentile: 1.6653122901916504
60th percentile: 1.75730562210083
70th percentile: 1.8492989540100098
80th percentile: 1.9184535503387452
90th percentile: 1.9647694110870362
95th percentile: 1.9879273414611816
99th percentile: 2.006453685760498
mean time: 1.7462843894958495
Pipeline stage StressChecker completed in 10.15s
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 0.68s
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_3050_v33 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-3050-v33-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v33-profiler to be ready
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 2865.12s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v33 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_3050_v33 status is now torndown due to DeploymentManager action