developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_44109_v6
model_name: chaiml-mn24b-v2preferwi_44109_v6
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T04:09:52+00:00
num_battles: 5370
num_wins: 2595
celo_rating: 1269.58
family_friendly_score: 0.5412
family_friendly_standard_error: 0.007047021498477211
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1
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': 0.5426557051690181, 'latency_mean': 1.8426906669139862, 'latency_p50': 1.8325172662734985, 'latency_p90': 2.0424699544906617}, {'batch_size': 3, 'throughput': 1.1067769403662633, 'latency_mean': 2.7010815262794496, 'latency_p50': 2.7155486345291138, 'latency_p90': 3.0269375324249266}, {'batch_size': 5, 'throughput': 1.4148774265054727, 'latency_mean': 3.5177883279323576, 'latency_p50': 3.5013850927352905, 'latency_p90': 3.946871113777161}, {'batch_size': 6, 'throughput': 1.5111308862518935, 'latency_mean': 3.938673198223114, 'latency_p50': 3.9323099851608276, 'latency_p90': 4.531602668762207}, {'batch_size': 8, 'throughput': 1.6594818729671694, 'latency_mean': 4.783092464208603, 'latency_p50': 4.783977150917053, 'latency_p90': 5.469970798492431}, {'batch_size': 10, 'throughput': 1.7184672384067503, 'latency_mean': 5.765805262327194, 'latency_p50': 5.775167942047119, 'latency_p90': 6.570178866386414}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_44109_v6
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-24
win_ratio: 0.48324022346368717
generation_params: {'temperature': 0.8, '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-44109-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-44109-v6-mkmlizer to finish
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: Downloaded to shared memory in 44.936s
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvh_rh93u, device:0
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: quantized model in 286.872s
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 in 331.809s
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v6/nvidia
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v6/nvidia/config.json
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v6/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-44109-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-44109-v6-mkmlizer completed after 419.34s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-44109-v6-mkmlizer
Pipeline stage MKMLizer completed in 420.52s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-44109-v6
Waiting for inference service chaiml-mn24b-v2preferwi-44109-v6 to be ready
Inference service chaiml-mn24b-v2preferwi-44109-v6 ready after 60.75622820854187s
Pipeline stage MKMLDeployer completed in 61.28s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.981252670288086s
Received healthy response to inference request in 1.4426994323730469s
Received healthy response to inference request in 1.339491367340088s
Received healthy response to inference request in 1.1756742000579834s
Received healthy response to inference request in 1.7102105617523193s
5 requests
0 failed requests
5th percentile: 1.2084376335144043
10th percentile: 1.241201066970825
20th percentile: 1.306727933883667
30th percentile: 1.3601329803466797
40th percentile: 1.4014162063598632
50th percentile: 1.4426994323730469
60th percentile: 1.549703884124756
70th percentile: 1.6567083358764647
80th percentile: 1.7644189834594728
90th percentile: 1.8728358268737793
95th percentile: 1.9270442485809325
99th percentile: 1.9704109859466552
mean time: 1.5298656463623046
Pipeline stage StressChecker completed in 9.90s
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 0.74s
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_44109_v6 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
Creating inference service chaiml-mn24b-v2preferwi-44109-v6-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-44109-v6-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 2465.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_44109_v6 status is now torndown due to DeploymentManager action