developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_93748_v4
model_name: chaiml-mn24b-v2preferwi_93748_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:26:45+00:00
num_battles: 6468
num_wins: 3264
celo_rating: 1256.0
family_friendly_score: 0.5918
family_friendly_standard_error: 0.0069508669962818305
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3
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': 0.5471339704801461, 'latency_mean': 1.8276090693473817, 'latency_p50': 1.8380669355392456, 'latency_p90': 2.018058204650879}, {'batch_size': 3, 'throughput': 1.1122049932467546, 'latency_mean': 2.6831216049194335, 'latency_p50': 2.6789125204086304, 'latency_p90': 2.9912636280059814}, {'batch_size': 5, 'throughput': 1.4134565123860736, 'latency_mean': 3.5048821032047273, 'latency_p50': 3.5377522706985474, 'latency_p90': 4.0067949295043945}, {'batch_size': 6, 'throughput': 1.5443801939701454, 'latency_mean': 3.8696070277690886, 'latency_p50': 3.8604694604873657, 'latency_p90': 4.357173728942871}, {'batch_size': 8, 'throughput': 1.7059779447112529, 'latency_mean': 4.666331325769424, 'latency_p50': 4.659564852714539, 'latency_p90': 5.329695296287537}, {'batch_size': 10, 'throughput': 1.7580178523749057, 'latency_mean': 5.62555899977684, 'latency_p50': 5.676082491874695, 'latency_p90': 6.366441559791565}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_93748_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-16
win_ratio: 0.5046382189239332
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-93748-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93748-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: Downloaded to shared memory in 55.519s
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpynsogc_n, device:0
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: quantized model in 288.427s
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3 in 343.946s
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v4/nvidia
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-93748-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-93748-v4-mkmlizer completed after 439.33s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-93748-v4-mkmlizer
Pipeline stage MKMLizer completed in 439.89s
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-93748-v4
Waiting for inference service chaiml-mn24b-v2preferwi-93748-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-93748-v4 ready after 30.193092823028564s
Pipeline stage MKMLDeployer completed in 30.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5112457275390625s
Received healthy response to inference request in 1.7782635688781738s
Received healthy response to inference request in 1.6572442054748535s
Received healthy response to inference request in 2.153695583343506s
Received healthy response to inference request in 1.752807378768921s
5 requests
0 failed requests
5th percentile: 1.5404454231262208
10th percentile: 1.5696451187133789
20th percentile: 1.6280445098876952
30th percentile: 1.676356840133667
40th percentile: 1.7145821094512939
50th percentile: 1.752807378768921
60th percentile: 1.7629898548126222
70th percentile: 1.7731723308563232
80th percentile: 1.8533499717712403
90th percentile: 2.003522777557373
95th percentile: 2.078609180450439
99th percentile: 2.1386783027648923
mean time: 1.7706512928009033
Pipeline stage StressChecker completed in 10.27s
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 0.92s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93748_v4 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
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 2848.04s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93748_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_93748_v4 status is now torndown due to DeploymentManager action