chaiml-mn24b-v2preferwin2_230

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin2_230_v2
model_name: chaiml-mn24b-v2preferwin2_230_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T20:31:42+00:00
num_battles: 5431
num_wins: 2849
celo_rating: 1278.6
family_friendly_score: 0.5512
family_friendly_standard_error: 0.007033897354951947
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_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': 0.5406349934396656, 'latency_mean': 1.8495472884178161, 'latency_p50': 1.866511583328247, 'latency_p90': 2.0431581020355223}, {'batch_size': 3, 'throughput': 1.1122127379988769, 'latency_mean': 2.6909732735157013, 'latency_p50': 2.6813416481018066, 'latency_p90': 2.975482964515686}, {'batch_size': 5, 'throughput': 1.4299582433703695, 'latency_mean': 3.468132026195526, 'latency_p50': 3.4662606716156006, 'latency_p90': 3.900155806541443}, {'batch_size': 6, 'throughput': 1.5485728625035622, 'latency_mean': 3.847171592712402, 'latency_p50': 3.8278675079345703, 'latency_p90': 4.347626042366028}, {'batch_size': 8, 'throughput': 1.7073834085196877, 'latency_mean': 4.643157725334167, 'latency_p50': 4.623974561691284, 'latency_p90': 5.252576684951782}, {'batch_size': 10, 'throughput': 1.775518377331076, 'latency_mean': 5.584530531167984, 'latency_p50': 5.631404519081116, 'latency_p90': 6.317697310447693}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin2_230_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-18
win_ratio: 0.5245811084514822
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-v2preferwin2-230-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin2-230-v2-mkmlizer to finish
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: Downloaded to shared memory in 80.528s
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpf9g09aec, device:0
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: quantized model in 289.261s
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 in 369.790s
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v2/nvidia
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v2/nvidia/config.json
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin2-230-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin2-230-v2-mkmlizer completed after 449.32s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin2-230-v2-mkmlizer
Pipeline stage MKMLizer completed in 449.82s
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-v2preferwin2-230-v2
Waiting for inference service chaiml-mn24b-v2preferwin2-230-v2 to be ready
Inference service chaiml-mn24b-v2preferwin2-230-v2 ready after 60.344218254089355s
Pipeline stage MKMLDeployer completed in 61.04s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.028730630874634s
Received healthy response to inference request in 1.8687546253204346s
Received healthy response to inference request in 2.0273890495300293s
Received healthy response to inference request in 1.6317732334136963s
Received healthy response to inference request in 1.7320258617401123s
5 requests
0 failed requests
5th percentile: 1.6518237590789795
10th percentile: 1.6718742847442627
20th percentile: 1.711975336074829
30th percentile: 1.7593716144561768
40th percentile: 1.8140631198883057
50th percentile: 1.8687546253204346
60th percentile: 1.9322083950042725
70th percentile: 1.9956621646881103
80th percentile: 2.0276573657989503
90th percentile: 2.028193998336792
95th percentile: 2.028462314605713
99th percentile: 2.0286769676208496
mean time: 1.8577346801757812
Pipeline stage StressChecker completed in 10.69s
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 0.83s
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 1.00s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_230_v2 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwin2-230-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwin2-230-v2-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 2922.80s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_230_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin2_230_v2 status is now torndown due to DeploymentManager action