developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_23017_v2
model_name: chaiml-mn24b-v2preferwi_23017_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T23:32:00+00:00
num_battles: 6671
num_wins: 3534
celo_rating: 1274.62
family_friendly_score: 0.594
family_friendly_standard_error: 0.006944983801277006
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6
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': 0.5474018219444993, 'latency_mean': 1.8267131161689758, 'latency_p50': 1.8298094272613525, 'latency_p90': 2.0281025409698485}, {'batch_size': 3, 'throughput': 1.1031636859554919, 'latency_mean': 2.711309198141098, 'latency_p50': 2.732068181037903, 'latency_p90': 2.9843522787094114}, {'batch_size': 5, 'throughput': 1.4213327566633234, 'latency_mean': 3.4995853912830355, 'latency_p50': 3.5038962364196777, 'latency_p90': 3.9350726127624513}, {'batch_size': 6, 'throughput': 1.5341575371005212, 'latency_mean': 3.8955517172813416, 'latency_p50': 3.8935714960098267, 'latency_p90': 4.315623211860657}, {'batch_size': 8, 'throughput': 1.6706219844824965, 'latency_mean': 4.754444050788879, 'latency_p50': 4.761101961135864, 'latency_p90': 5.47575614452362}, {'batch_size': 10, 'throughput': 1.7557002836828537, 'latency_mean': 5.649954382181168, 'latency_p50': 5.687795877456665, 'latency_p90': 6.351582884788513}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_23017_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-16
win_ratio: 0.5297556588217659
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-23017-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-23017-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: Downloaded to shared memory in 79.402s
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpm8qqrkpf, device:0
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: quantized model in 287.189s
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune6 in 366.592s
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v2/nvidia
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-23017-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23017-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-23017-v2-mkmlizer completed after 458.73s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-23017-v2-mkmlizer
Pipeline stage MKMLizer completed in 459.24s
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-23017-v2
Waiting for inference service chaiml-mn24b-v2preferwi-23017-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-23017-v2 ready after 40.20603322982788s
Pipeline stage MKMLDeployer completed in 40.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.245257616043091s
Received healthy response to inference request in 2.0877692699432373s
Received healthy response to inference request in 1.6927001476287842s
Received healthy response to inference request in 1.652709722518921s
Received healthy response to inference request in 1.6316139698028564s
5 requests
0 failed requests
5th percentile: 1.6358331203460694
10th percentile: 1.6400522708892822
20th percentile: 1.648490571975708
30th percentile: 1.6607078075408936
40th percentile: 1.676703977584839
50th percentile: 1.6927001476287842
60th percentile: 1.8507277965545654
70th percentile: 2.0087554454803467
80th percentile: 2.119266939163208
90th percentile: 2.1822622776031495
95th percentile: 2.21375994682312
99th percentile: 2.2389580821990966
mean time: 1.8620101451873778
Pipeline stage StressChecker completed in 10.74s
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 0.66s
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 0.86s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23017_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 2761.08s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23017_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_23017_v2 status is now torndown due to DeploymentManager action