developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16414_v2
model_name: chaiml-mn24b-v2preferwi_16414_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:39:27+00:00
num_battles: 6086
num_wins: 3097
celo_rating: 1265.73
family_friendly_score: 0.5616
family_friendly_standard_error: 0.007017199441372605
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_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': 0.5511375282524318, 'latency_mean': 1.8143283665180205, 'latency_p50': 1.8079148530960083, 'latency_p90': 2.016767978668213}, {'batch_size': 3, 'throughput': 1.119469304316002, 'latency_mean': 2.6685079443454742, 'latency_p50': 2.6636377573013306, 'latency_p90': 2.936493396759033}, {'batch_size': 5, 'throughput': 1.4404485595740208, 'latency_mean': 3.4574263203144073, 'latency_p50': 3.4722821712493896, 'latency_p90': 3.897205376625061}, {'batch_size': 6, 'throughput': 1.547539292284203, 'latency_mean': 3.841066142320633, 'latency_p50': 3.8157155513763428, 'latency_p90': 4.384074974060058}, {'batch_size': 8, 'throughput': 1.7214607572395055, 'latency_mean': 4.62041775226593, 'latency_p50': 4.629560589790344, 'latency_p90': 5.230408978462219}, {'batch_size': 10, 'throughput': 1.8045076073466695, 'latency_mean': 5.489899370670319, 'latency_p50': 5.464874625205994, 'latency_p90': 6.189518666267395}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16414_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-23
win_ratio: 0.5088728228721656
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-16414-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16414-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: Downloaded to shared memory in 49.253s
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvzp9xsjx, device:0
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: quantized model in 289.267s
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4 in 338.520s
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v2/nvidia
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-16414-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-16414-v2-mkmlizer completed after 409.35s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16414-v2-mkmlizer
Pipeline stage MKMLizer completed in 409.96s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-16414-v2
Waiting for inference service chaiml-mn24b-v2preferwi-16414-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-16414-v2 ready after 60.32354545593262s
Pipeline stage MKMLDeployer completed in 60.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.457235813140869s
Received healthy response to inference request in 1.721297264099121s
Received healthy response to inference request in 2.471325397491455s
Received healthy response to inference request in 1.7164545059204102s
Received healthy response to inference request in 2.7467706203460693s
5 requests
0 failed requests
5th percentile: 1.7174230575561524
10th percentile: 1.7183916091918945
20th percentile: 1.7203287124633788
30th percentile: 1.8684849739074707
40th percentile: 2.16286039352417
50th percentile: 2.457235813140869
60th percentile: 2.4628716468811036
70th percentile: 2.468507480621338
80th percentile: 2.526414442062378
90th percentile: 2.6365925312042235
95th percentile: 2.691681575775146
99th percentile: 2.7357528114318845
mean time: 2.222616720199585
Pipeline stage StressChecker completed in 13.15s
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 0.72s
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_16414_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 2817.82s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16414_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16414_v2 status is now torndown due to DeploymentManager action