developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_62908_v1
model_name: chaiml-mn24b-v2preferwi_62908_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-14T02:21:07+00:00
num_battles: 5805
num_wins: 3053
celo_rating: 1273.81
family_friendly_score: 0.5942000000000001
family_friendly_standard_error: 0.006944441806221721
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune18
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': 0.5490671075585504, 'latency_mean': 1.821167927980423, 'latency_p50': 1.8142293691635132, 'latency_p90': 2.0395699739456177}, {'batch_size': 3, 'throughput': 1.1023273558266105, 'latency_mean': 2.715613497495651, 'latency_p50': 2.733106017112732, 'latency_p90': 2.978410267829895}, {'batch_size': 5, 'throughput': 1.4249004162685492, 'latency_mean': 3.4893666911125183, 'latency_p50': 3.5330225229263306, 'latency_p90': 3.8867501258850097}, {'batch_size': 6, 'throughput': 1.5314986875562067, 'latency_mean': 3.8883267498016356, 'latency_p50': 3.882802724838257, 'latency_p90': 4.451987528800965}, {'batch_size': 8, 'throughput': 1.6928745095779856, 'latency_mean': 4.700706117153167, 'latency_p50': 4.703362464904785, 'latency_p90': 5.4579514265060425}, {'batch_size': 10, 'throughput': 1.7776425914197487, 'latency_mean': 5.579237310886383, 'latency_p50': 5.5670623779296875, 'latency_p90': 6.389557194709778}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_62908_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune18
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-13
win_ratio: 0.5259259259259259
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 70, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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-62908-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-62908-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: Downloaded to shared memory in 64.247s
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune18 already exists in ChaiML
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkhm3kahz, device:0
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: quantized model in 288.860s
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune18 in 353.107s
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v1/nvidia
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-62908-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-62908-v1-mkmlizer completed after 428.36s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-62908-v1-mkmlizer
Pipeline stage MKMLizer completed in 429.36s
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-62908-v1
Waiting for inference service chaiml-mn24b-v2preferwi-62908-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-62908-v1 ready after 60.30563187599182s
Pipeline stage MKMLDeployer completed in 60.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0182857513427734s
Received healthy response to inference request in 1.9299485683441162s
Received healthy response to inference request in 1.6413307189941406s
Received healthy response to inference request in 1.7472643852233887s
Received healthy response to inference request in 1.7887251377105713s
5 requests
0 failed requests
5th percentile: 1.6625174522399901
10th percentile: 1.6837041854858399
20th percentile: 1.7260776519775392
30th percentile: 1.7555565357208252
40th percentile: 1.7721408367156983
50th percentile: 1.7887251377105713
60th percentile: 1.8452145099639892
70th percentile: 1.9017038822174073
80th percentile: 1.9476160049438476
90th percentile: 1.9829508781433105
95th percentile: 2.000618314743042
99th percentile: 2.0147522640228273
mean time: 1.825110912322998
Pipeline stage StressChecker completed in 10.89s
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 0.83s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-62908-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-62908-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 2420.32s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_62908_v1 status is now torndown due to DeploymentManager action