developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52061_v1
model_name: chaiml-mn24b-v2preferwi_52061_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T19:03:04+00:00
num_battles: 5849
num_wins: 3117
celo_rating: 1277.75
family_friendly_score: 0.5674
family_friendly_standard_error: 0.007006528955196004
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_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': 0.2826199143620632, 'latency_mean': 3.538226068019867, 'latency_p50': 3.1654248237609863, 'latency_p90': 5.652363753318786}, {'batch_size': 3, 'throughput': 1.1152585701515452, 'latency_mean': 2.6809642612934113, 'latency_p50': 2.640305757522583, 'latency_p90': 2.9832163095474242}, {'batch_size': 5, 'throughput': 1.4284789622079415, 'latency_mean': 3.4910860300064086, 'latency_p50': 3.520479917526245, 'latency_p90': 3.893279194831848}, {'batch_size': 6, 'throughput': 1.520429721321553, 'latency_mean': 3.9157928109169005, 'latency_p50': 3.8552531003952026, 'latency_p90': 4.495714688301087}, {'batch_size': 8, 'throughput': 1.6899239595782727, 'latency_mean': 4.688681247234345, 'latency_p50': 4.667931795120239, 'latency_p90': 5.356531071662903}, {'batch_size': 10, 'throughput': 1.7727595515650854, 'latency_mean': 5.602325880527497, 'latency_p50': 5.578121542930603, 'latency_p90': 6.401950550079346}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52061_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-18
win_ratio: 0.5329116088220208
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-52061-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52061-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: Downloaded to shared memory in 66.257s
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0vzjtgbn, device:0
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: quantized model in 287.110s
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune1 in 353.368s
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v1/nvidia
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52061-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52061-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-52061-v1-mkmlizer completed after 422.3s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52061-v1-mkmlizer
Pipeline stage MKMLizer completed in 422.89s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.64s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-52061-v1
Waiting for inference service chaiml-mn24b-v2preferwi-52061-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-52061-v1 ready after 50.262991189956665s
Pipeline stage MKMLDeployer completed in 50.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.066413640975952s
Received healthy response to inference request in 1.7617743015289307s
Received healthy response to inference request in 1.7987492084503174s
Received healthy response to inference request in 1.6324076652526855s
Received healthy response to inference request in 1.8392579555511475s
5 requests
0 failed requests
5th percentile: 1.6582809925079345
10th percentile: 1.6841543197631836
20th percentile: 1.7359009742736817
30th percentile: 1.769169282913208
40th percentile: 1.7839592456817628
50th percentile: 1.7987492084503174
60th percentile: 1.8149527072906495
70th percentile: 1.8311562061309814
80th percentile: 1.8846890926361084
90th percentile: 1.9755513668060303
95th percentile: 2.020982503890991
99th percentile: 2.05732741355896
mean time: 1.8197205543518067
Pipeline stage StressChecker completed in 10.54s
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 0.72s
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 0.81s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52061_v1 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 0.14s
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-v2preferwi-52061-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-52061-v1-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 2633.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52061_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52061_v1 status is now torndown due to DeploymentManager action