developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_62908_v2
model_name: chaiml-mn24b-v2preferwi_62908_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-14T02:22:31+00:00
num_battles: 5539
num_wins: 2875
celo_rating: 1272.75
family_friendly_score: 0.5816
family_friendly_standard_error: 0.006976266049972578
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': 0.5499103467239446, 'latency_mean': 1.8183561182022094, 'latency_p50': 1.8175783157348633, 'latency_p90': 2.0196893215179443}, {'batch_size': 3, 'throughput': 1.113770466550085, 'latency_mean': 2.6878408801555635, 'latency_p50': 2.680039644241333, 'latency_p90': 2.9959699392318724}, {'batch_size': 5, 'throughput': 1.4443135710966266, 'latency_mean': 3.4395384788513184, 'latency_p50': 3.4027050733566284, 'latency_p90': 3.9197391748428343}, {'batch_size': 6, 'throughput': 1.545449142435536, 'latency_mean': 3.8680383837223054, 'latency_p50': 3.8693560361862183, 'latency_p90': 4.422476124763489}, {'batch_size': 8, 'throughput': 1.7075421155051824, 'latency_mean': 4.646535263061524, 'latency_p50': 4.670326232910156, 'latency_p90': 5.230498147010803}, {'batch_size': 10, 'throughput': 1.7971966565472561, 'latency_mean': 5.526845947504044, 'latency_p50': 5.506970047950745, 'latency_p90': 6.311302685737609}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_62908_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune18
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-13
win_ratio: 0.5190467593428417
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, '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': '<|im_start|>user\n{prompt}<|im_end|>\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-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-62908-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: Downloaded to shared memory in 62.545s
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune18 already exists in ChaiML
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpi6aj5dhh, device:0
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: quantized model in 288.814s
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune18 in 351.360s
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v2/nvidia
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-62908-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-62908-v2-mkmlizer completed after 479.54s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-62908-v2-mkmlizer
Pipeline stage MKMLizer completed in 480.02s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-62908-v2
Waiting for inference service chaiml-mn24b-v2preferwi-62908-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-62908-v2 ready after 60.831395626068115s
Pipeline stage MKMLDeployer completed in 61.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8220255374908447s
Received healthy response to inference request in 1.671077013015747s
Received healthy response to inference request in 2.334530830383301s
Received healthy response to inference request in 1.7442033290863037s
Received healthy response to inference request in 2.112682580947876s
5 requests
0 failed requests
5th percentile: 1.6857022762298584
10th percentile: 1.7003275394439696
20th percentile: 1.7295780658721924
30th percentile: 1.8178991794586181
40th percentile: 1.9652908802032472
50th percentile: 2.112682580947876
60th percentile: 2.201421880722046
70th percentile: 2.2901611804962156
80th percentile: 2.43202977180481
90th percentile: 2.627027654647827
95th percentile: 2.7245265960693357
99th percentile: 2.8025257492065427
mean time: 2.1369038581848145
Pipeline stage StressChecker completed in 12.45s
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 0.68s
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_62908_v2 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 0.12s
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-62908-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-62908-v2-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 2954.37s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_62908_v2 status is now torndown due to DeploymentManager action