developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_66383_v1
model_name: chaiml-mn24b-v2preferwi_66383_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:25:30+00:00
num_battles: 5347
num_wins: 2791
celo_rating: 1278.48
family_friendly_score: 0.573
family_friendly_standard_error: 0.006995298421082549
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9
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': 0.5446250736164425, 'latency_mean': 1.836031094789505, 'latency_p50': 1.8450435400009155, 'latency_p90': 2.0186391830444337}, {'batch_size': 3, 'throughput': 1.1114879917680591, 'latency_mean': 2.6885319566726684, 'latency_p50': 2.6871063709259033, 'latency_p90': 3.05630886554718}, {'batch_size': 5, 'throughput': 1.4173137655146109, 'latency_mean': 3.5103473687171936, 'latency_p50': 3.5182825326919556, 'latency_p90': 3.961001682281494}, {'batch_size': 6, 'throughput': 1.5256281255764, 'latency_mean': 3.910267952680588, 'latency_p50': 3.9387316703796387, 'latency_p90': 4.37470965385437}, {'batch_size': 8, 'throughput': 1.6809581336000148, 'latency_mean': 4.734424648284912, 'latency_p50': 4.746323585510254, 'latency_p90': 5.319940829277039}, {'batch_size': 10, 'throughput': 1.7470507004476188, 'latency_mean': 5.669832754135132, 'latency_p50': 5.731207370758057, 'latency_p90': 6.386062431335449}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_66383_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-20
win_ratio: 0.5219749392182532
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-66383-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-66383-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: Downloaded to shared memory in 53.164s
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4_o3zthq, device:0
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: quantized model in 289.827s
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9 in 342.992s
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v1/nvidia
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-66383-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-66383-v1-mkmlizer completed after 450.02s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-66383-v1-mkmlizer
Pipeline stage MKMLizer completed in 450.92s
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-66383-v1
Waiting for inference service chaiml-mn24b-v2preferwi-66383-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-66383-v1 ready after 60.45930004119873s
Pipeline stage MKMLDeployer completed in 61.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4359123706817627s
Received healthy response to inference request in 1.5493338108062744s
Received healthy response to inference request in 1.7861981391906738s
Received healthy response to inference request in 2.0419442653656006s
Received healthy response to inference request in 1.8518702983856201s
5 requests
0 failed requests
5th percentile: 1.5967066764831543
10th percentile: 1.6440795421600343
20th percentile: 1.738825273513794
30th percentile: 1.799332571029663
40th percentile: 1.8256014347076417
50th percentile: 1.8518702983856201
60th percentile: 1.9278998851776123
70th percentile: 2.0039294719696046
80th percentile: 2.120737886428833
90th percentile: 2.2783251285552977
95th percentile: 2.35711874961853
99th percentile: 2.420153646469116
mean time: 1.9330517768859863
Pipeline stage StressChecker completed in 11.00s
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 1.00s
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 1.04s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66383_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 0.23s
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-66383-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-66383-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 2753.52s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66383_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_66383_v1 status is now torndown due to DeploymentManager action