developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_28462_v4
model_name: chaiml-mn24b-v2preferwi_28462_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:56:33+00:00
num_battles: 5762
num_wins: 2938
celo_rating: 1262.29
family_friendly_score: 0.5731999999999999
family_friendly_standard_error: 0.00699488041355962
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4
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': 0.5461729486511779, 'latency_mean': 1.830820653438568, 'latency_p50': 1.8272850513458252, 'latency_p90': 2.0376989364624025}, {'batch_size': 3, 'throughput': 1.1209057157549076, 'latency_mean': 2.6721622920036316, 'latency_p50': 2.6720656156539917, 'latency_p90': 2.9494549512863157}, {'batch_size': 5, 'throughput': 1.4491171174366546, 'latency_mean': 3.4387846612930297, 'latency_p50': 3.42866313457489, 'latency_p90': 3.8357489109039307}, {'batch_size': 6, 'throughput': 1.5599773836782604, 'latency_mean': 3.8170786583423615, 'latency_p50': 3.784725308418274, 'latency_p90': 4.296505618095398}, {'batch_size': 8, 'throughput': 1.7191367527572736, 'latency_mean': 4.616124830245972, 'latency_p50': 4.638368725776672, 'latency_p90': 5.381422829627991}, {'batch_size': 10, 'throughput': 1.8115304839749167, 'latency_mean': 5.479120585918427, 'latency_p50': 5.4580700397491455, 'latency_p90': 6.344913172721863}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_28462_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-16
win_ratio: 0.5098923984727525
generation_params: {'temperature': 0.75, '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-28462-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-28462-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: Downloaded to shared memory in 66.721s
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgi_l1iaj, device:0
chaiml-mn24b-v2preferwi-28462-v4-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-28462-v4-mkmlizer: quantized model in 288.781s
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune4 in 355.503s
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v4/nvidia
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-28462-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-28462-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-28462-v4-mkmlizer completed after 438.38s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-28462-v4-mkmlizer
Pipeline stage MKMLizer completed in 438.88s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.41s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-28462-v4
Waiting for inference service chaiml-mn24b-v2preferwi-28462-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-28462-v4 ready after 30.159040212631226s
Pipeline stage MKMLDeployer completed in 30.67s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4747960567474365s
Received healthy response to inference request in 1.874418020248413s
Received healthy response to inference request in 1.6639909744262695s
Received healthy response to inference request in 1.6003177165985107s
Received healthy response to inference request in 1.804596185684204s
5 requests
0 failed requests
5th percentile: 1.6130523681640625
10th percentile: 1.6257870197296143
20th percentile: 1.6512563228607178
30th percentile: 1.6921120166778565
40th percentile: 1.7483541011810302
50th percentile: 1.804596185684204
60th percentile: 1.8325249195098876
70th percentile: 1.8604536533355713
80th percentile: 1.994493627548218
90th percentile: 2.2346448421478273
95th percentile: 2.354720449447632
99th percentile: 2.4507809352874754
mean time: 1.8836237907409668
Pipeline stage StressChecker completed in 10.71s
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 0.65s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_28462_v4 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 2815.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_28462_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_28462_v4 status is now torndown due to DeploymentManager action