developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_15887_v8
model_name: chaiml-mn24b-v2preferwi_15887_v8
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T16:55:37+00:00
num_battles: 5959
num_wins: 3072
celo_rating: 1272.43
family_friendly_score: 0.5726
family_friendly_standard_error: 0.006996130930735931
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1
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': 0.5433737404556759, 'latency_mean': 1.8402356016635895, 'latency_p50': 1.8538357019424438, 'latency_p90': 2.0410147428512575}, {'batch_size': 3, 'throughput': 1.1127379029139108, 'latency_mean': 2.685069388151169, 'latency_p50': 2.6640379428863525, 'latency_p90': 2.979938507080078}, {'batch_size': 5, 'throughput': 1.4335358083244112, 'latency_mean': 3.4714566826820374, 'latency_p50': 3.45145046710968, 'latency_p90': 3.9567067146301267}, {'batch_size': 6, 'throughput': 1.5480405210356991, 'latency_mean': 3.853713719844818, 'latency_p50': 3.873644471168518, 'latency_p90': 4.279152750968933}, {'batch_size': 8, 'throughput': 1.6969584087635812, 'latency_mean': 4.679334523677826, 'latency_p50': 4.6659005880355835, 'latency_p90': 5.3947975635528564}, {'batch_size': 10, 'throughput': 1.765759493699396, 'latency_mean': 5.614529578685761, 'latency_p50': 5.657272458076477, 'latency_p90': 6.3643049716949465}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_15887_v8
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-21
win_ratio: 0.5155227387145495
generation_params: {'temperature': 0.7, '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-15887-v8-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-15887-v8-mkmlizer to finish
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: Downloaded to shared memory in 45.980s
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvjk5u1n9, device:0
chaiml-mn24b-v2preferwi-15887-v8-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-15887-v8-mkmlizer: quantized model in 285.937s
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1 in 331.917s
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v8/nvidia
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v8/nvidia/config.json
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v8/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v8/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v8/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-15887-v8-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-15887-v8-mkmlizer completed after 418.83s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-15887-v8-mkmlizer
Pipeline stage MKMLizer completed in 419.45s
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-15887-v8
Waiting for inference service chaiml-mn24b-v2preferwi-15887-v8 to be ready
Inference service chaiml-mn24b-v2preferwi-15887-v8 ready after 60.31020426750183s
Pipeline stage MKMLDeployer completed in 61.15s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6780762672424316s
Received healthy response to inference request in 2.070195198059082s
Received healthy response to inference request in 1.8287243843078613s
Received healthy response to inference request in 1.3607151508331299s
Received healthy response to inference request in 1.640712022781372s
5 requests
0 failed requests
5th percentile: 1.4167145252227784
10th percentile: 1.4727138996124267
20th percentile: 1.5847126483917235
30th percentile: 1.67831449508667
40th percentile: 1.7535194396972655
50th percentile: 1.8287243843078613
60th percentile: 1.9253127098083496
70th percentile: 2.021901035308838
80th percentile: 2.191771411895752
90th percentile: 2.434923839569092
95th percentile: 2.556500053405762
99th percentile: 2.6537610244750978
mean time: 1.9156846046447753
Pipeline stage StressChecker completed in 21.86s
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 0.73s
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_15887_v8 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 2664.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_15887_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_15887_v8 status is now torndown due to DeploymentManager action