developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_70383_v1
model_name: chaiml-mn24b-v2preferwi_70383_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:29:36+00:00
num_battles: 5560
num_wins: 2825
celo_rating: 1270.34
family_friendly_score: 0.5486
family_friendly_standard_error: 0.007037585381364833
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2
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': 0.543573536551892, 'latency_mean': 1.8395534074306488, 'latency_p50': 1.8482998609542847, 'latency_p90': 2.0402046918869017}, {'batch_size': 3, 'throughput': 1.1265922817427898, 'latency_mean': 2.656127471923828, 'latency_p50': 2.6422559022903442, 'latency_p90': 2.930901551246643}, {'batch_size': 5, 'throughput': 1.4306823482919262, 'latency_mean': 3.477980901002884, 'latency_p50': 3.4856252670288086, 'latency_p90': 3.9650119304656983}, {'batch_size': 6, 'throughput': 1.536126416341, 'latency_mean': 3.8881444120407105, 'latency_p50': 3.880012631416321, 'latency_p90': 4.407077383995056}, {'batch_size': 8, 'throughput': 1.6920687422371408, 'latency_mean': 4.689424887895584, 'latency_p50': 4.67591655254364, 'latency_p90': 5.356695699691772}, {'batch_size': 10, 'throughput': 1.7596666320345686, 'latency_mean': 5.6425050461292265, 'latency_p50': 5.597711086273193, 'latency_p90': 6.52070186138153}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_70383_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-24
win_ratio: 0.5080935251798561
generation_params: {'temperature': 0.6, '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-70383-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-70383-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: Downloaded to shared memory in 100.772s
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw_89ug8u, device:0
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: quantized model in 284.691s
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2 in 385.464s
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v1/nvidia
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-70383-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-70383-v1-mkmlizer completed after 459.99s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-70383-v1-mkmlizer
Pipeline stage MKMLizer completed in 460.59s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-70383-v1
Waiting for inference service chaiml-mn24b-v2preferwi-70383-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-70383-v1 ready after 40.35734796524048s
Pipeline stage MKMLDeployer completed in 41.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.040398597717285s
Received healthy response to inference request in 1.424994945526123s
Received healthy response to inference request in 1.6503362655639648s
Received healthy response to inference request in 1.8984315395355225s
Received healthy response to inference request in 1.6436717510223389s
5 requests
0 failed requests
5th percentile: 1.4687303066253663
10th percentile: 1.5124656677246093
20th percentile: 1.5999363899230956
30th percentile: 1.645004653930664
40th percentile: 1.6476704597473144
50th percentile: 1.6503362655639648
60th percentile: 1.7495743751525878
70th percentile: 1.8488124847412108
80th percentile: 1.9268249511718751
90th percentile: 1.98361177444458
95th percentile: 2.0120051860809327
99th percentile: 2.034719915390015
mean time: 1.7315666198730468
Pipeline stage StressChecker completed in 10.05s
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 0.93s
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 0.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_70383_v1 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 2898.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_70383_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_70383_v1 status is now torndown due to DeploymentManager action