developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51422_v4
model_name: chaiml-mn24b-v2preferwi_51422_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T21:12:47+00:00
num_battles: 5268
num_wins: 2912
celo_rating: 1292.1
family_friendly_score: 0.5628
family_friendly_standard_error: 0.007015071774401171
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6
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': 0.5459447726814094, 'latency_mean': 1.831581882238388, 'latency_p50': 1.8396519422531128, 'latency_p90': 2.039812612533569}, {'batch_size': 3, 'throughput': 1.1136307400385699, 'latency_mean': 2.692627295255661, 'latency_p50': 2.7032814025878906, 'latency_p90': 2.9889851093292235}, {'batch_size': 5, 'throughput': 1.4351297203956264, 'latency_mean': 3.4670014142990113, 'latency_p50': 3.463668942451477, 'latency_p90': 3.940703511238098}, {'batch_size': 6, 'throughput': 1.5238457859217245, 'latency_mean': 3.9125493335723878, 'latency_p50': 3.896016836166382, 'latency_p90': 4.385198378562928}, {'batch_size': 8, 'throughput': 1.6857246451819874, 'latency_mean': 4.722221423387527, 'latency_p50': 4.7222055196762085, 'latency_p90': 5.363295197486877}, {'batch_size': 10, 'throughput': 1.7646769384821785, 'latency_mean': 5.605495374202729, 'latency_p50': 5.61103618144989, 'latency_p90': 6.485909438133239}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51422_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-21
win_ratio: 0.5527714502657555
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-51422-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51422-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: Downloaded to shared memory in 47.499s
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp17bebot4, device:0
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: quantized model in 290.576s
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6 in 338.075s
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v4/nvidia
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51422-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-51422-v4-mkmlizer completed after 448.13s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51422-v4-mkmlizer
Pipeline stage MKMLizer completed in 448.92s
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-51422-v4
Waiting for inference service chaiml-mn24b-v2preferwi-51422-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-51422-v4 ready after 60.2716224193573s
Pipeline stage MKMLDeployer completed in 60.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.208946466445923s
Received healthy response to inference request in 2.113164186477661s
Received healthy response to inference request in 2.2903597354888916s
Received healthy response to inference request in 1.8427402973175049s
Received healthy response to inference request in 2.4729485511779785s
5 requests
0 failed requests
5th percentile: 1.8968250751495361
10th percentile: 1.9509098529815674
20th percentile: 2.05907940864563
30th percentile: 2.1323206424713135
40th percentile: 2.170633554458618
50th percentile: 2.208946466445923
60th percentile: 2.2415117740631105
70th percentile: 2.2740770816802978
80th percentile: 2.326877498626709
90th percentile: 2.399913024902344
95th percentile: 2.436430788040161
99th percentile: 2.465644998550415
mean time: 2.185631847381592
Pipeline stage StressChecker completed in 12.44s
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 0.67s
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 0.83s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51422_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-51422-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-51422-v4-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 2655.10s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51422_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51422_v4 status is now torndown due to DeploymentManager action