developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_18239_v3
model_name: chaiml-mn24b-v2preferwi_18239_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T19:58:03+00:00
num_battles: 5696
num_wins: 2968
celo_rating: 1250.93
family_friendly_score: 0.5813999999999999
family_friendly_standard_error: 0.006976733333014814
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_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': 0.5483212135108321, 'latency_mean': 1.8236471211910248, 'latency_p50': 1.8226954936981201, 'latency_p90': 2.0312169551849366}, {'batch_size': 3, 'throughput': 1.1153160065453243, 'latency_mean': 2.679070782661438, 'latency_p50': 2.668200373649597, 'latency_p90': 2.958341288566589}, {'batch_size': 5, 'throughput': 1.4304997055086068, 'latency_mean': 3.4773760378360747, 'latency_p50': 3.490654945373535, 'latency_p90': 3.913782930374145}, {'batch_size': 6, 'throughput': 1.5438876431915958, 'latency_mean': 3.8656392669677735, 'latency_p50': 3.8806790113449097, 'latency_p90': 4.417821311950684}, {'batch_size': 8, 'throughput': 1.6899447847340552, 'latency_mean': 4.7058596932888035, 'latency_p50': 4.7100489139556885, 'latency_p90': 5.327291584014892}, {'batch_size': 10, 'throughput': 1.7498357030040315, 'latency_mean': 5.676983094215393, 'latency_p50': 5.738223910331726, 'latency_p90': 6.454685091972351}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_18239_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-18
win_ratio: 0.5210674157303371
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-18239-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-18239-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: Downloaded to shared memory in 59.519s
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7hyt7qiu, device:0
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: quantized model in 288.751s
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3 in 348.271s
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v3/nvidia
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-18239-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-18239-v3-mkmlizer completed after 418.34s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-18239-v3-mkmlizer
Pipeline stage MKMLizer completed in 418.84s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-18239-v3
Waiting for inference service chaiml-mn24b-v2preferwi-18239-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-18239-v3 ready after 60.36987566947937s
Pipeline stage MKMLDeployer completed in 61.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.990088939666748s
Received healthy response to inference request in 1.8453059196472168s
Received healthy response to inference request in 1.702392578125s
Received healthy response to inference request in 2.2446701526641846s
Received healthy response to inference request in 1.6529366970062256s
5 requests
0 failed requests
5th percentile: 1.6628278732299804
10th percentile: 1.6727190494537354
20th percentile: 1.6925014019012452
30th percentile: 1.7309752464294434
40th percentile: 1.7881405830383301
50th percentile: 1.8453059196472168
60th percentile: 1.9032191276550292
70th percentile: 1.9611323356628418
80th percentile: 2.041005182266235
90th percentile: 2.14283766746521
95th percentile: 2.1937539100646974
99th percentile: 2.234486904144287
mean time: 1.887078857421875
Pipeline stage StressChecker completed in 10.90s
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 0.71s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18239_v3 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-18239-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-18239-v3-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 3041.45s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18239_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_18239_v3 status is now torndown due to DeploymentManager action