developer_uid: huohuo12
submission_id: mistralai-mistral-nem_93303_v412
model_name: mistralai-mistral-nem_93303_v412
model_group: mistralai/Mistral-Nemo-I
status: torndown
timestamp: 2025-02-20T06:03:08+00:00
num_battles: 5800
num_wins: 2766
celo_rating: 1236.04
family_friendly_score: 0.6134
family_friendly_standard_error: 0.006886805355170131
submission_type: basic
model_repo: mistralai/Mistral-Nemo-Instruct-2407
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5895404874464052, 'latency_mean': 1.6961477625370025, 'latency_p50': 1.6934243440628052, 'latency_p90': 1.877945899963379}, {'batch_size': 3, 'throughput': 1.059431990334932, 'latency_mean': 2.824171948432922, 'latency_p50': 2.814879536628723, 'latency_p90': 3.1267678260803224}, {'batch_size': 5, 'throughput': 1.2814243958188876, 'latency_mean': 3.8846047461032867, 'latency_p50': 3.8899731636047363, 'latency_p90': 4.333710336685181}, {'batch_size': 6, 'throughput': 1.3288741631394583, 'latency_mean': 4.497675316333771, 'latency_p50': 4.476952314376831, 'latency_p90': 4.987749981880188}, {'batch_size': 8, 'throughput': 1.4018611600110118, 'latency_mean': 5.67657329082489, 'latency_p50': 5.66407322883606, 'latency_p90': 6.3445127487182615}, {'batch_size': 10, 'throughput': 1.4235392368834725, 'latency_mean': 6.9572471129894256, 'latency_p50': 6.976317882537842, 'latency_p90': 7.87900550365448}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: mistralai-mistral-nem_93303_v412
is_internal_developer: False
language_model: mistralai/Mistral-Nemo-Instruct-2407
model_size: 13B
ranking_group: single
throughput_3p7s: 1.26
us_pacific_date: 2025-02-19
win_ratio: 0.4768965517241379
generation_params: {'temperature': 0.85, 'top_p': 0.87, 'min_p': 0.02, 'top_k': 47, 'presence_penalty': 0.7, 'frequency_penalty': 0.25, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}
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 mistralai-mistral-nem-93303-v412-mkmlizer
Waiting for job on mistralai-mistral-nem-93303-v412-mkmlizer to finish
mistralai-mistral-nem-93303-v412-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
mistralai-mistral-nem-93303-v412-mkmlizer: ║     _____            __           __                                ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║       /___/                                                         ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║  Version: 0.12.8                                                    ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║  https://mk1.ai                                                     ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║  The license key for the current software has been verified as      ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║  belonging to:                                                      ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║  Chai Research Corp.                                                ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
mistralai-mistral-nem-93303-v412-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v412-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
mistralai-mistral-nem-93303-v412-mkmlizer: Downloaded to shared memory in 54.467s
mistralai-mistral-nem-93303-v412-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmphlvtxwcw, device:0
mistralai-mistral-nem-93303-v412-mkmlizer: Saving flywheel model at /dev/shm/model_cache
mistralai-mistral-nem-93303-v412-mkmlizer: quantized model in 37.705s
mistralai-mistral-nem-93303-v412-mkmlizer: Processed model mistralai/Mistral-Nemo-Instruct-2407 in 92.173s
mistralai-mistral-nem-93303-v412-mkmlizer: creating bucket guanaco-mkml-models
mistralai-mistral-nem-93303-v412-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
mistralai-mistral-nem-93303-v412-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v412
mistralai-mistral-nem-93303-v412-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v412/config.json
mistralai-mistral-nem-93303-v412-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v412/tokenizer.json
mistralai-mistral-nem-93303-v412-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v412/flywheel_model.0.safetensors
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Job mistralai-mistral-nem-93303-v412-mkmlizer completed after 114.07s with status: succeeded
Stopping job with name mistralai-mistral-nem-93303-v412-mkmlizer
Pipeline stage MKMLizer completed in 114.59s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service mistralai-mistral-nem-93303-v412
Waiting for inference service mistralai-mistral-nem-93303-v412 to be ready
Inference service mistralai-mistral-nem-93303-v412 ready after 190.90192890167236s
Pipeline stage MKMLDeployer completed in 191.46s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2311103343963623s
Received healthy response to inference request in 1.5167150497436523s
Received healthy response to inference request in 1.6378862857818604s
Received healthy response to inference request in 1.701014518737793s
Received healthy response to inference request in 1.6180012226104736s
5 requests
0 failed requests
5th percentile: 1.5369722843170166
10th percentile: 1.5572295188903809
20th percentile: 1.5977439880371094
30th percentile: 1.621978235244751
40th percentile: 1.6299322605133058
50th percentile: 1.6378862857818604
60th percentile: 1.6631375789642333
70th percentile: 1.6883888721466065
80th percentile: 1.807033681869507
90th percentile: 2.0190720081329347
95th percentile: 2.1250911712646485
99th percentile: 2.2099065017700195
mean time: 1.7409454822540282
Pipeline stage StressChecker completed in 10.44s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
Shutdown handler de-registered
mistralai-mistral-nem_93303_v412 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service mistralai-mistral-nem-93303-v412-profiler
Waiting for inference service mistralai-mistral-nem-93303-v412-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2752.12s
Shutdown handler de-registered
mistralai-mistral-nem_93303_v412 status is now inactive due to auto deactivation removed underperforming models
mistralai-mistral-nem_93303_v412 status is now torndown due to DeploymentManager action
mistralai-mistral-nem_93303_v412 status is now torndown due to DeploymentManager action
mistralai-mistral-nem_93303_v412 status is now torndown due to DeploymentManager action