developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_44109_v2
model_name: chaiml-mn24b-v2preferwi_44109_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T04:08:43+00:00
num_battles: 5403
num_wins: 2595
celo_rating: 1272.6
family_friendly_score: 0.5486
family_friendly_standard_error: 0.007037585381364833
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': 0.5438304993703401, 'latency_mean': 1.838707855939865, 'latency_p50': 1.856684684753418, 'latency_p90': 2.021970438957214}, {'batch_size': 3, 'throughput': 1.1248643448631956, 'latency_mean': 2.6532526171207427, 'latency_p50': 2.633150339126587, 'latency_p90': 2.91168007850647}, {'batch_size': 5, 'throughput': 1.446846857910274, 'latency_mean': 3.450749332904816, 'latency_p50': 3.461747646331787, 'latency_p90': 3.8124632358551027}, {'batch_size': 6, 'throughput': 1.5631368125926268, 'latency_mean': 3.8101571130752565, 'latency_p50': 3.8346283435821533, 'latency_p90': 4.317923140525818}, {'batch_size': 8, 'throughput': 1.714708223324673, 'latency_mean': 4.624773497581482, 'latency_p50': 4.639669418334961, 'latency_p90': 5.361574602127075}, {'batch_size': 10, 'throughput': 1.7922495738160804, 'latency_mean': 5.537481026649475, 'latency_p50': 5.569433689117432, 'latency_p90': 6.44606397151947}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_44109_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-24
win_ratio: 0.4802887284841755
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-v2preferwi-44109-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-44109-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: Downloaded to shared memory in 47.121s
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx4mvzzyt, device:0
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: quantized model in 286.341s
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 in 333.462s
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v2/nvidia
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-44109-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-44109-v2-mkmlizer completed after 397.72s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-44109-v2-mkmlizer
Pipeline stage MKMLizer completed in 398.19s
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-44109-v2
Waiting for inference service chaiml-mn24b-v2preferwi-44109-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-44109-v2 ready after 60.6268150806427s
Pipeline stage MKMLDeployer completed in 61.27s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7790145874023438s
Received healthy response to inference request in 2.2354252338409424s
Received healthy response to inference request in 1.7087092399597168s
Received healthy response to inference request in 1.6776237487792969s
Received healthy response to inference request in 1.5524499416351318s
5 requests
0 failed requests
5th percentile: 1.577484703063965
10th percentile: 1.6025194644927978
20th percentile: 1.6525889873504638
30th percentile: 1.683840847015381
40th percentile: 1.6962750434875489
50th percentile: 1.7087092399597168
60th percentile: 1.7368313789367675
70th percentile: 1.7649535179138183
80th percentile: 1.8702967166900635
90th percentile: 2.052860975265503
95th percentile: 2.1441431045532227
99th percentile: 2.2171688079833984
mean time: 1.7906445503234862
Pipeline stage StressChecker completed in 10.55s
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 0.69s
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 0.90s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_v2 status is now deployed due to DeploymentManager action
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 2437.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_44109_v2 status is now torndown due to DeploymentManager action